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部署 Microsoft.MachineLearningServices/workspaces/schedules 的 API 版本變更記錄

本文說明每個 API 版本中針對 Microsoft.MachineLearningServices/workspaces/schedules變更的屬性。 它只涵蓋部署期間可用的屬性。

2024-07-01-preview

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.earlyTermination.trainingSettings.limitSettings.outputs.jobType - 已新增值: 'FineTuning' (必要) - 已移除的值: 'Pipeline' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.earlyTermination.trainingSettings.limitSettings.outputs.outputs 已變更為必要。

2024-04-01

新增:

  • properties.action.jobDefinition.notificationSetting.deploymentId
  • properties.action.jobDefinition.notificationSetting.modelId
  • properties.action.jobDefinition.notificationSetting.taskType
  • properties.action.jobDefinition.signals.properties
  • properties.action.jobDefinition.signals.properties。{自定義屬性}
  • properties.action.jobDefinition.signals.signalType
  • properties.action.jobDefinition.signals.componentId
  • properties.action.jobDefinition.signals.inputAssets
  • properties.action.jobDefinition.signals.inputAssets。{自定義屬性}
  • properties.action.jobDefinition.signals.inputAssets.columns
  • properties.action.jobDefinition.signals.inputAssets.columns。{自定義屬性}
  • properties.action.jobDefinition.signals.inputAssets.dataContext
  • properties.action.jobDefinition.signals.inputAssets.jobInputType
  • properties.action.jobDefinition.signals.inputAssets.uri
  • properties.action.jobDefinition.signals.inputAssets.inputDataType
  • properties.action.jobDefinition.signals.inputAssets.preprocessingComponentId
  • properties.action.jobDefinition.signals.inputAssets.windowOffset
  • properties.action.jobDefinition.signals.inputAssets.windowSize
  • properties.action.jobDefinition.signals.inputAssets.windowEnd
  • properties.action.jobDefinition.signals.inputAssets.windowStart
  • properties.action.jobDefinition.inputs
  • properties.action.jobDefinition.inputs。{自定義屬性}
  • properties.action.jobDefinition.inputs.description
  • properties.action.jobDefinition.inputs.jobInputType
  • properties.action.metricThresholds
  • properties.action.metricThreshold
  • properties.action.metricThreshold.metric
  • properties.action.metricThreshold.threshold
  • properties.action.metricThreshold.threshold.value
  • properties.action.productionData
  • properties.action.productionData.columns
  • properties.action.productionData.columns。{自定義屬性}
  • properties.action.productionData.dataContext
  • properties.action.productionData.jobInputType
  • properties.action.productionData.uri
  • properties.action.productionData.inputDataType
  • properties.action.productionData.preprocessingComponentId
  • properties.action.productionData.windowOffset
  • properties.action.productionData.windowSize
  • properties.action.productionData.windowEnd
  • properties.action.productionData.windowStart
  • properties.action.referenceData
  • properties.action.referenceData.columns
  • properties.action.referenceData.columns。{自定義屬性}
  • properties.action.referenceData.dataContext
  • properties.action.referenceData.jobInputType
  • properties.action.referenceData.uri
  • properties.action.referenceData.inputDataType
  • properties.action.referenceData.preprocessingComponentId
  • properties.action.referenceData.windowOffset
  • properties.action.referenceData.windowSize
  • properties.action.referenceData.windowEnd
  • properties.action.referenceData.windowStart
  • properties.action.signalType
  • properties.action.featureDataTypeOverride
  • properties.action.featureDataTypeOverride。{自定義屬性}
  • properties.action.metricThresholds.threshold
  • properties.action.metricThresholds.threshold.value
  • properties.action.metricThresholds.dataType
  • properties.action.metricThresholds.metric
  • properties.actionType
  • properties.endpointInvocationDefinition
  • |componentId |[必要]用來計算自定義計量之元件資產的參考。 |字串 (必要)

    約束

刪除:

  • properties.action.jobDefinition.computeConfiguration
  • properties.action.jobDefinition.computeConfiguration.computeType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.computeIdentityType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.type
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities。{自定義屬性}
  • properties.action.jobDefinition.computeConfiguration.instanceType
  • properties.action.jobDefinition.computeConfiguration.runtimeVersion
  • properties.action.jobDefinition.monitoringTarget
  • properties.action.jobDefinition.monitoringTarget.deploymentId
  • properties.action.jobDefinition.monitoringTarget.modelId
  • properties.action.jobDefinition.monitoringTarget.taskType
  • properties.action.jobDefinition.signals.sourceType
  • properties.action.jobDefinition.signals.query
  • properties.action.jobDefinition.signals.storedProcedure
  • properties.action.jobDefinition.signals.storedProcedureParams
  • properties.action.jobDefinition.signals.|parent |在 Bicep 中,您可以指定子資源的父資源。 只有在父資源外部宣告子資源時,才需要新增這個屬性。

    如需詳細資訊,請參閱 父資源外部的子資源。 |類型的資源符號名稱
  • properties.action.|uri |秘密 URI。
    範例 URI
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |componentId |[必要]用來計算自定義計量之元件資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |dataUri |[必要]數據的 URI。 例
  • |publisher |[必要]智慧財產權的發行者。 必須與登錄發行者名稱相同。 |字串 (必要)

    約束
  • properties.action.jobDefinition.stage
  • properties.action.jobDefinition.tags
  • properties.action.endpointInvocationDefinition
  • |uri |秘密 URI。
    範例 URI

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.jobOutputType - 已新增值: 'mlflow_model' (必要) 'mltable' (必要) 'triton_model' (必要) 'uri_file' (必要) 'uri_folder' (必要)

2024-04-01-preview

沒有新的或更新的屬性

2024-01-01-preview

新增:

  • properties.action.jobDefinition.notificationSetting
  • properties.action.jobDefinition.notificationSetting.emailOn
  • properties.action.jobDefinition.computeConfiguration
  • properties.action.jobDefinition.computeConfiguration.computeType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.computeIdentityType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.type
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities。{自定義屬性}
  • properties.action.jobDefinition.computeConfiguration.instanceType
  • properties.action.jobDefinition.computeConfiguration.runtimeVersion
  • properties.action.jobDefinition.monitoringTarget
  • properties.action.jobDefinition.monitoringTarget.deploymentId
  • properties.action.jobDefinition.monitoringTarget.modelId
  • properties.action.jobDefinition.monitoringTarget.taskType
  • properties.action.jobDefinition.signals
  • properties.action.jobDefinition.signals。{自定義屬性}
  • properties.action.jobDefinition.signals.notificationTypes
  • properties.action.jobDefinition.signals.sourceType
  • properties.action.jobDefinition.signals.query
  • properties.action.jobDefinition.signals.storedProcedure
  • properties.action.jobDefinition.signals.storedProcedureParams
  • properties.action.jobDefinition.signals.|parent |在 Bicep 中,您可以指定子資源的父資源。 只有在父資源外部宣告子資源時,才需要新增這個屬性。

    如需詳細資訊,請參閱 父資源外部的子資源。 |類型的資源符號名稱
  • properties.action.|uri |秘密 URI。
    範例 URI
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |file |[必要]作業進入點的相對 Python 檔案路徑。 |字串 (必要)

    約束
  • |componentId |[必要]用來計算自定義計量之元件資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |dataUri |[必要]數據的 URI。 例
  • |publisher |[必要]智慧財產權的發行者。 必須與登錄發行者名稱相同。 |字串 (必要)

    約束
  • properties.action.jobDefinition.stage
  • properties.action.jobDefinition.tags
  • properties.action.endpointInvocationDefinition
  • properties.trigger.schedule.|emailOn |在指定的通知類型上傳送電子郵件通知給使用者 |包含任何的字串數位
  • |uri |秘密 URI。
    範例 URI
  • |className |[必要]做為進入點的 Scala 類別名稱。 |字串 (必要)

    約束

刪除:

  • properties.action.jobDefinition.properties
  • properties.action.jobDefinition.properties。{自定義屬性}
  • properties.action.jobDefinition.services
  • properties.action.jobDefinition.services。{自定義屬性}
  • 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。{自定義屬性}
  • properties.action.tags
  • properties.action.jobType
  • properties.action.environmentId
  • properties.action.environmentVariables
  • properties.action.environmentVariables。{自定義屬性}
  • properties.action.outputs
  • properties.action.outputs。{自定義屬性}
  • 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。{自定義屬性}
  • 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.nCrossValidations
  • properties.nCrossValidations.mode
  • properties.nCrossValidations.value
  • properties.primaryMetric
  • properties.testData
  • properties.testData.description
  • properties.testData.jobInputType
  • properties.testData.mode
  • properties.testData.uri
  • properties.testDataSize
  • properties.trainingSettings
  • properties.trainingSettings.allowedTrainingAlgorithms
  • properties.trainingSettings.blockedTrainingAlgorithms
  • properties.trainingSettings.enableDnnTraining
  • properties.trainingSettings.enableModelExplainability
  • properties.trainingSettings.enableOnnxCompatibleModels
  • properties.trainingSettings.enableStackEnsemble
  • properties.trainingSettings.enableVoteEnsemble
  • properties.trainingSettings.ensembleModelDownloadTimeout
  • properties.trainingSettings.stackEnsembleSettings
  • properties.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.weightColumnName
  • properties.taskType
  • properties.limitSettings
  • properties.limitSettings.maxConcurrentTrials
  • properties.limitSettings.maxTrials
  • properties.limitSettings.timeout
  • properties.modelSettings
  • properties.modelSettings.advancedSettings
  • properties.modelSettings.amsGradient
  • properties.modelSettings.augmentations
  • properties.modelSettings.beta1
  • properties.modelSettings.beta2
  • properties.modelSettings.checkpointFrequency
  • properties.modelSettings.checkpointModel
  • properties.modelSettings.checkpointModel.description
  • properties.modelSettings.checkpointModel.jobInputType
  • properties.modelSettings.checkpointModel.mode
  • properties.modelSettings.checkpointModel.uri
  • properties.modelSettings.checkpointRunId
  • properties.modelSettings.distributed
  • properties.modelSettings.earlyStopping
  • properties.modelSettings.earlyStoppingDelay
  • properties.modelSettings.earlyStoppingPatience
  • properties.modelSettings.enableOnnxNormalization
  • properties.modelSettings.evaluationFrequency
  • properties.modelSettings.gradientAccumulationStep
  • properties.modelSettings.layersToFreeze
  • properties.modelSettings.learningRate
  • properties.modelSettings.learningRateScheduler
  • properties.modelSettings.modelName
  • properties.modelSettings.momentum
  • properties.modelSettings.nesterov
  • properties.modelSettings.numberOfEpochs
  • properties.modelSettings.numberOfWorkers
  • properties.modelSettings.optimizer
  • properties.modelSettings.randomSeed
  • properties.modelSettings.stepLRGamma
  • properties.modelSettings.stepLRStepSize
  • properties.modelSettings.trainingBatchSize
  • properties.modelSettings.trainingCropSize
  • properties.modelSettings.validationBatchSize
  • properties.modelSettings.validationCropSize
  • properties.modelSettings.validationResizeSize
  • properties.modelSettings.warmupCosineLRCycles
  • properties.modelSettings.warmupCosineLRWarmupEpochs
  • properties.modelSettings.weightDecay
  • properties.modelSettings.weightedLoss
  • properties.searchSpace
  • properties.augmentations
  • properties.beta1
  • properties.beta2
  • properties.distributed
  • properties.earlyStopping
  • properties.earlyStoppingDelay
  • properties.earlyStoppingPatience
  • properties.enableOnnxNormalization
  • properties.evaluationFrequency
  • properties.gradientAccumulationStep
  • properties.layersToFreeze
  • properties.learningRate
  • properties.learningRateScheduler
  • properties.modelName
  • properties.momentum
  • properties.nesterov
  • properties.numberOfEpochs
  • properties.numberOfWorkers
  • properties.optimizer
  • properties.randomSeed
  • properties.stepLRGamma
  • properties.stepLRStepSize
  • properties.trainingBatchSize
  • properties.trainingCropSize
  • properties.validationBatchSize
  • properties.validationCropSize
  • properties.validationResizeSize
  • properties.warmupCosineLRCycles
  • properties.warmupCosineLRWarmupEpochs
  • properties.weightDecay
  • properties.weightedLoss
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxTrials
  • limitSettings.timeout
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.modelName
  • modelSettings.momentum
  • modelSettings.nesterov
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.trainingBatchSize
  • modelSettings.trainingCropSize
  • modelSettings.validationBatchSize
  • modelSettings.validationCropSize
  • modelSettings.validationResizeSize
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • modelSettings.weightedLoss
  • primaryMetric
  • searchSpace
  • 擴增
  • beta1
  • beta2
  • boxDetectionsPerImage
  • boxScoreThreshold
  • checkpointFrequency
  • checkpointModel
  • checkpointModel.description
  • checkpointModel.jobInputType
  • checkpointModel.mode
  • checkpointModel.uri
  • checkpointRunId
  • 分散式
  • earlyStopping
  • earlyStoppingDelay
  • earlyStoppingPatience
  • enableOnnxNormalization
  • evaluationFrequency
  • gradientAccumulationStep
  • imageSize
  • layersToFreeze
  • learningRate
  • learningRateScheduler
  • maxSize
  • minSize
  • modelName
  • modelSize
  • 動量
  • multiScale
  • nesterov
  • nmsIouThreshold
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • trainingBatchSize
  • validationBatchSize
  • validationIouThreshold
  • validationMetricType
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • 模式
  • uri
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.imageSize
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelSize
  • modelSettings.multiScale
  • modelSettings.nmsIouThreshold
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • cvSplitColumnNames
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • 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。{自定義屬性}
  • properties.inputs
  • properties.inputs。{自定義屬性}
  • properties.inputs.description
  • properties.inputs.jobInputType
  • properties.inputs.mode
  • properties.inputs.uri
  • properties.inputs.value
  • 限制
  • limits.jobLimitsType
  • limits.timeout
  • 輸出
  • 輸出。{自定義屬性}
  • outputs.description
  • outputs.jobOutputType
  • outputs.mode
  • outputs.uri
  • queueSettings
  • queueSettings.jobTier
  • 資源
  • resources.dockerArgs
  • resources.instanceCount
  • resources.instanceType
  • resources.properties
  • resources.properties。{自定義屬性}
  • resources.shmSize
  • jobType
  • 輸入
  • 輸入。{自定義屬性}
  • inputs.description
  • inputs.jobInputType
  • inputs.mode
  • inputs.uri
  • inputs.value
  • 工作
  • 工作。{自定義屬性}
  • 設置
  • sourceJobId
  • earlyTermination
  • earlyTermination.delayEvaluation
  • earlyTermination.evaluationInterval
  • earlyTermination.policyType
  • earlyTermination.slackAmount
  • earlyTermination.slackFactor
  • earlyTermination.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout
  • 目的
  • objective.goal
  • objective.primaryMetric
  • samplingAlgorithm
  • samplingAlgorithm.samplingAlgorithmType
  • samplingAlgorithm.rule
  • samplingAlgorithm.seed
  • 試驗
  • trial.codeId
  • trial.command
  • trial.distribution
  • trial.distribution.distributionType
  • trial.distribution.processCountPerInstance
  • trial.distribution.parameterServerCount
  • trial.distribution.workerCount
  • trial.environmentId
  • trial.environmentVariables
  • trial.environmentVariables。{自定義屬性}
  • trial.resources
  • trial.resources.dockerArgs
  • trial.resources.instanceCount
  • trial.resources.instanceType
  • trial.resources.properties
  • trial.resources.properties。{自定義屬性}
  • trial.resources.shmSize
  • properties.actionType
  • properties.monitorDefinition
  • properties.monitorDefinition.alertNotificationSettings
  • properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings
  • properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings.email
  • properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings.jobTier
  • properties.monitorDefinition.alertNotificationSettings.resources
  • properties.monitorDefinition.alertNotificationSettings.resources.dockerArgs
  • properties.monitorDefinition.alertNotificationSettings.resources.instanceCount
  • properties.monitorDefinition.alertNotificationSettings.resources.instanceType
  • properties.monitorDefinition.alertNotificationSettings.resources.properties
  • properties.monitorDefinition.alertNotificationSettings.resources.properties。{自定義屬性}
  • properties.monitorDefinition.alertNotificationSettings.resources.shmSize
  • properties.monitorDefinition.alertNotificationSettings.taskDetails
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.logVerbosity
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.targetColumnName
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.description
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.mode
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.uri
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.taskType
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.cvSplitColumnNames
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.description
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.mode
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.uri
  • properties.monitorDefinition.alertNotificationSettings.testDataSize
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.allowedTrainingAlgorithms
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.enableStackEnsemble
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.enableVoteEnsemble
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.ensembleModelDownloadTimeout
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • properties.monitorDefinition.alertNotificationSettings.validationData
  • properties.monitorDefinition.alertNotificationSettings.validationData.description
  • properties.monitorDefinition.alertNotificationSettings.validationData.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.validationData.mode
  • properties.monitorDefinition.alertNotificationSettings.validationData.uri
  • properties.monitorDefinition.alertNotificationSettings.validationDataSize
  • properties.monitorDefinition.alertNotificationSettings.weightColumnName
  • properties.monitorDefinition.alertNotificationSettings.taskType
  • properties.monitorDefinition.alertNotificationSettings.limitSettings
  • properties.monitorDefinition.alertNotificationSettings.limitSettings.maxConcurrentTrials
  • properties.monitorDefinition.alertNotificationSettings.limitSettings.maxTrials
  • properties.monitorDefinition.alertNotificationSettings.limitSettings.timeout
  • properties.monitorDefinition.alertNotificationSettings.modelSettings
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.advancedSettings
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.amsGradient
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.augmentations
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.beta1
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.beta2
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointFrequency
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.description
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.mode
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.uri
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointRunId
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.distributed
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.earlyStopping
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.earlyStoppingDelay
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.earlyStoppingPatience
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.enableOnnxNormalization
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.evaluationFrequency
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.gradientAccumulationStep
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.layersToFreeze
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.learningRate
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.learningRateScheduler
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.modelName
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.momentum
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.nesterov
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.numberOfEpochs
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.numberOfWorkers
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.optimizer
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.randomSeed
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.stepLRGamma
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.stepLRStepSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.trainingBatchSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.trainingCropSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.validationBatchSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.validationCropSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.validationResizeSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.warmupCosineLRCycles
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.weightDecay
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.weightedLoss
  • properties.monitorDefinition.alertNotificationSettings.primaryMetric
  • properties.monitorDefinition.alertNotificationSettings.searchSpace
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.amsGradient
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.augmentations
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.beta1
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.beta2
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.distributed
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.earlyStopping
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.earlyStoppingDelay
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.earlyStoppingPatience
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.enableOnnxNormalization
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.evaluationFrequency
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.gradientAccumulationStep
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.layersToFreeze
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.learningRate
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.learningRateScheduler
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.modelName
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.momentum
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.nesterov
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.numberOfEpochs
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.numberOfWorkers
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.optimizer
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.randomSeed
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.stepLRGamma
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.stepLRStepSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.trainingBatchSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.trainingCropSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.validationBatchSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.validationCropSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.validationResizeSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.warmupCosineLRCycles
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.warmupCosineLRWarmupEpochs
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.weightDecay
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.weightedLoss
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.delayEvaluation
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.evaluationInterval
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.policyType
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.slackAmount
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.slackFactor
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.truncationPercentage
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.samplingAlgorithm
  • properties.monitorDefinition.alertNotificationSettings.description
  • properties.monitorDefinition.alertNotificationSettings.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.mode
  • properties.monitorDefinition.alertNotificationSettings.uri
  • properties.monitorDefinition.checkpointRunId
  • properties.monitorDefinition.distributed
  • properties.monitorDefinition.earlyStopping
  • properties.monitorDefinition.earlyStoppingDelay
  • properties.monitorDefinition.earlyStoppingPatience
  • properties.monitorDefinition.enableOnnxNormalization
  • properties.monitorDefinition.evaluationFrequency
  • properties.monitorDefinition.gradientAccumulationStep
  • properties.monitorDefinition.imageSize
  • properties.monitorDefinition.layersToFreeze
  • properties.monitorDefinition.learningRate
  • properties.monitorDefinition.learningRateScheduler
  • properties.monitorDefinition.maxSize
  • properties.monitorDefinition.minSize
  • properties.monitorDefinition.modelName
  • properties.monitorDefinition.modelSize
  • properties.monitorDefinition.momentum
  • properties.monitorDefinition.multiScale
  • properties.monitorDefinition.nesterov
  • properties.monitorDefinition.nmsIouThreshold
  • properties.monitorDefinition.numberOfEpochs
  • properties.monitorDefinition.numberOfWorkers
  • properties.monitorDefinition.optimizer
  • properties.monitorDefinition.randomSeed
  • properties.monitorDefinition.stepLRGamma
  • properties.monitorDefinition.stepLRStepSize
  • properties.monitorDefinition.tileGridSize
  • properties.monitorDefinition.tileOverlapRatio
  • properties.monitorDefinition.tilePredictionsNmsThreshold
  • properties.monitorDefinition.trainingBatchSize
  • properties.monitorDefinition.validationBatchSize
  • properties.monitorDefinition.validationIouThreshold
  • properties.monitorDefinition.validationMetricType
  • properties.monitorDefinition.warmupCosineLRCycles
  • properties.monitorDefinition.warmupCosineLRWarmupEpochs
  • properties.monitorDefinition.weightDecay
  • properties.modelSettings.boxDetectionsPerImage
  • properties.modelSettings.boxScoreThreshold
  • properties.modelSettings.imageSize
  • properties.modelSettings.maxSize
  • properties.modelSettings.minSize
  • properties.modelSettings.modelSize
  • properties.modelSettings.multiScale
  • properties.modelSettings.nmsIouThreshold
  • properties.modelSettings.tileGridSize
  • properties.modelSettings.tileOverlapRatio
  • properties.modelSettings.tilePredictionsNmsThreshold
  • properties.modelSettings.validationIouThreshold
  • properties.modelSettings.validationMetricType
  • properties.cvSplitColumnNames
  • properties.monitorDefinition.alertNotificationSettings.jobType
  • properties.monitorDefinition.alertNotificationSettings.codeId
  • properties.monitorDefinition.alertNotificationSettings.command
  • properties.monitorDefinition.alertNotificationSettings.distribution
  • properties.monitorDefinition.alertNotificationSettings.distribution.distributionType
  • properties.monitorDefinition.alertNotificationSettings.distribution.processCountPerInstance
  • properties.monitorDefinition.alertNotificationSettings.distribution.parameterServerCount
  • properties.monitorDefinition.alertNotificationSettings.distribution.workerCount
  • properties.monitorDefinition.alertNotificationSettings.environmentId
  • properties.monitorDefinition.alertNotificationSettings.environmentVariables
  • properties.monitorDefinition.alertNotificationSettings.environmentVariables。{自定義屬性}
  • properties.monitorDefinition.alertNotificationSettings.inputs
  • properties.monitorDefinition.alertNotificationSettings.inputs。{自定義屬性}
  • properties.monitorDefinition.alertNotificationSettings.inputs.description
  • properties.monitorDefinition.alertNotificationSettings.inputs.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.inputs.mode
  • properties.monitorDefinition.alertNotificationSettings.inputs.uri
  • properties.monitorDefinition.alertNotificationSettings.inputs.value
  • properties.monitorDefinition.limits
  • properties.monitorDefinition.limits.jobLimitsType
  • properties.monitorDefinition.limits.timeout
  • properties.monitorDefinition.outputs
  • properties.monitorDefinition.outputs。{自定義屬性}
  • properties.monitorDefinition.outputs.description
  • properties.monitorDefinition.outputs.jobOutputType
  • properties.monitorDefinition.outputs.mode
  • properties.monitorDefinition.outputs.uri
  • |componentId |[必要]用來計算自定義計量之元件資產的參考。 |字串 (必要)

    約束

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.jobOutputType - 已移除值: 'mlflow_model' (必要) 'mltable' (必要) 'triton_model' (必要) 'uri_file' (必要) 'uri_folder' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.mode - 已新增值: 'Direct'

2023-10-01

新增:

  • properties.action.jobDefinition.properties
  • properties.action.jobDefinition.properties。{自定義屬性}
  • properties.action.jobDefinition.services
  • properties.action.jobDefinition.services。{自定義屬性}
  • 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。{自定義屬性}
  • properties.action.tags
  • properties.action.jobType
  • properties.action.environmentId
  • properties.action.environmentVariables
  • properties.action.environmentVariables。{自定義屬性}
  • properties.action.outputs
  • properties.action.outputs。{自定義屬性}
  • 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。{自定義屬性}
  • 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.nCrossValidations
  • properties.nCrossValidations.mode
  • properties.nCrossValidations.value
  • properties.primaryMetric
  • properties.testData
  • properties.testData.description
  • properties.testData.jobInputType
  • properties.testData.mode
  • properties.testData.uri
  • properties.testDataSize
  • properties.trainingSettings
  • properties.trainingSettings.allowedTrainingAlgorithms
  • properties.trainingSettings.blockedTrainingAlgorithms
  • properties.trainingSettings.enableDnnTraining
  • properties.trainingSettings.enableModelExplainability
  • properties.trainingSettings.enableOnnxCompatibleModels
  • properties.trainingSettings.enableStackEnsemble
  • properties.trainingSettings.enableVoteEnsemble
  • properties.trainingSettings.ensembleModelDownloadTimeout
  • properties.trainingSettings.stackEnsembleSettings
  • properties.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.weightColumnName
  • properties.taskType
  • properties.limitSettings
  • properties.limitSettings.maxConcurrentTrials
  • properties.limitSettings.maxTrials
  • properties.limitSettings.timeout
  • properties.modelSettings
  • properties.modelSettings.advancedSettings
  • properties.modelSettings.amsGradient
  • properties.modelSettings.augmentations
  • properties.modelSettings.beta1
  • properties.modelSettings.beta2
  • properties.modelSettings.checkpointFrequency
  • properties.modelSettings.checkpointModel
  • properties.modelSettings.checkpointModel.description
  • properties.modelSettings.checkpointModel.jobInputType
  • properties.modelSettings.checkpointModel.mode
  • properties.modelSettings.checkpointModel.uri
  • properties.modelSettings.checkpointRunId
  • properties.modelSettings.distributed
  • properties.modelSettings.earlyStopping
  • properties.modelSettings.earlyStoppingDelay
  • properties.modelSettings.earlyStoppingPatience
  • properties.modelSettings.enableOnnxNormalization
  • properties.modelSettings.evaluationFrequency
  • properties.modelSettings.gradientAccumulationStep
  • properties.modelSettings.layersToFreeze
  • properties.modelSettings.learningRate
  • properties.modelSettings.learningRateScheduler
  • properties.modelSettings.modelName
  • properties.modelSettings.momentum
  • properties.modelSettings.nesterov
  • properties.modelSettings.numberOfEpochs
  • properties.modelSettings.numberOfWorkers
  • properties.modelSettings.optimizer
  • properties.modelSettings.randomSeed
  • properties.modelSettings.stepLRGamma
  • properties.modelSettings.stepLRStepSize
  • properties.modelSettings.trainingBatchSize
  • properties.modelSettings.trainingCropSize
  • properties.modelSettings.validationBatchSize
  • properties.modelSettings.validationCropSize
  • properties.modelSettings.validationResizeSize
  • properties.modelSettings.warmupCosineLRCycles
  • properties.modelSettings.warmupCosineLRWarmupEpochs
  • properties.modelSettings.weightDecay
  • properties.modelSettings.weightedLoss
  • properties.searchSpace
  • properties.augmentations
  • properties.beta1
  • properties.beta2
  • properties.distributed
  • properties.earlyStopping
  • properties.earlyStoppingDelay
  • properties.earlyStoppingPatience
  • properties.enableOnnxNormalization
  • properties.evaluationFrequency
  • properties.gradientAccumulationStep
  • properties.layersToFreeze
  • properties.learningRate
  • properties.learningRateScheduler
  • properties.modelName
  • properties.momentum
  • properties.nesterov
  • properties.numberOfEpochs
  • properties.numberOfWorkers
  • properties.optimizer
  • properties.randomSeed
  • properties.stepLRGamma
  • properties.stepLRStepSize
  • properties.trainingBatchSize
  • properties.trainingCropSize
  • properties.validationBatchSize
  • properties.validationCropSize
  • properties.validationResizeSize
  • properties.warmupCosineLRCycles
  • properties.warmupCosineLRWarmupEpochs
  • properties.weightDecay
  • properties.weightedLoss
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxTrials
  • limitSettings.timeout
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.modelName
  • modelSettings.momentum
  • modelSettings.nesterov
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.trainingBatchSize
  • modelSettings.trainingCropSize
  • modelSettings.validationBatchSize
  • modelSettings.validationCropSize
  • modelSettings.validationResizeSize
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • modelSettings.weightedLoss
  • primaryMetric
  • searchSpace
  • 擴增
  • beta1
  • beta2
  • boxDetectionsPerImage
  • boxScoreThreshold
  • checkpointFrequency
  • checkpointModel
  • checkpointModel.description
  • checkpointModel.jobInputType
  • checkpointModel.mode
  • checkpointModel.uri
  • checkpointRunId
  • 分散式
  • earlyStopping
  • earlyStoppingDelay
  • earlyStoppingPatience
  • enableOnnxNormalization
  • evaluationFrequency
  • gradientAccumulationStep
  • imageSize
  • layersToFreeze
  • learningRate
  • learningRateScheduler
  • maxSize
  • minSize
  • modelName
  • modelSize
  • 動量
  • multiScale
  • nesterov
  • nmsIouThreshold
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • trainingBatchSize
  • validationBatchSize
  • validationIouThreshold
  • validationMetricType
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • 模式
  • uri
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.imageSize
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelSize
  • modelSettings.multiScale
  • modelSettings.nmsIouThreshold
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • cvSplitColumnNames
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • 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。{自定義屬性}
  • properties.inputs
  • properties.inputs。{自定義屬性}
  • properties.inputs.description
  • properties.inputs.jobInputType
  • properties.inputs.mode
  • properties.inputs.uri
  • properties.inputs.value
  • 限制
  • limits.jobLimitsType
  • limits.timeout
  • 輸出
  • 輸出。{自定義屬性}
  • outputs.description
  • outputs.jobOutputType
  • outputs.mode
  • outputs.uri
  • queueSettings
  • queueSettings.jobTier
  • 資源
  • resources.dockerArgs
  • resources.instanceCount
  • resources.instanceType
  • resources.properties
  • resources.properties。{自定義屬性}
  • resources.shmSize
  • jobType
  • 輸入
  • 輸入。{自定義屬性}
  • inputs.description
  • inputs.jobInputType
  • inputs.mode
  • inputs.uri
  • inputs.value
  • 工作
  • 工作。{自定義屬性}
  • 設置
  • sourceJobId
  • earlyTermination
  • earlyTermination.delayEvaluation
  • earlyTermination.evaluationInterval
  • earlyTermination.policyType
  • earlyTermination.slackAmount
  • earlyTermination.slackFactor
  • earlyTermination.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout
  • 目的
  • objective.goal
  • objective.primaryMetric
  • samplingAlgorithm
  • samplingAlgorithm.samplingAlgorithmType
  • samplingAlgorithm.rule
  • samplingAlgorithm.seed
  • 試驗
  • trial.codeId
  • trial.command
  • trial.distribution
  • trial.distribution.distributionType
  • trial.distribution.processCountPerInstance
  • trial.distribution.parameterServerCount
  • trial.distribution.workerCount
  • trial.environmentId
  • trial.environmentVariables
  • trial.environmentVariables。{自定義屬性}
  • trial.resources
  • trial.resources.dockerArgs
  • trial.resources.instanceCount
  • trial.resources.instanceType
  • trial.resources.properties
  • trial.resources.properties。{自定義屬性}
  • trial.resources.shmSize
  • properties.actionType
  • properties.monitorDefinition
  • properties.monitorDefinition.alertNotificationSettings
  • properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings
  • properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings.email
  • properties.monitorDefinition.alertNotificationSettings.emailNotificationSettings.jobTier
  • properties.monitorDefinition.alertNotificationSettings.resources
  • properties.monitorDefinition.alertNotificationSettings.resources.dockerArgs
  • properties.monitorDefinition.alertNotificationSettings.resources.instanceCount
  • properties.monitorDefinition.alertNotificationSettings.resources.instanceType
  • properties.monitorDefinition.alertNotificationSettings.resources.properties
  • properties.monitorDefinition.alertNotificationSettings.resources.properties。{自定義屬性}
  • properties.monitorDefinition.alertNotificationSettings.resources.shmSize
  • properties.monitorDefinition.alertNotificationSettings.taskDetails
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.logVerbosity
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.targetColumnName
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.description
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.mode
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.trainingData.uri
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.taskType
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.cvSplitColumnNames
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.description
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.mode
  • properties.monitorDefinition.alertNotificationSettings.taskDetails.uri
  • properties.monitorDefinition.alertNotificationSettings.testDataSize
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.allowedTrainingAlgorithms
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.enableStackEnsemble
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.enableVoteEnsemble
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.ensembleModelDownloadTimeout
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.monitorDefinition.alertNotificationSettings.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • properties.monitorDefinition.alertNotificationSettings.validationData
  • properties.monitorDefinition.alertNotificationSettings.validationData.description
  • properties.monitorDefinition.alertNotificationSettings.validationData.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.validationData.mode
  • properties.monitorDefinition.alertNotificationSettings.validationData.uri
  • properties.monitorDefinition.alertNotificationSettings.validationDataSize
  • properties.monitorDefinition.alertNotificationSettings.weightColumnName
  • properties.monitorDefinition.alertNotificationSettings.taskType
  • properties.monitorDefinition.alertNotificationSettings.limitSettings
  • properties.monitorDefinition.alertNotificationSettings.limitSettings.maxConcurrentTrials
  • properties.monitorDefinition.alertNotificationSettings.limitSettings.maxTrials
  • properties.monitorDefinition.alertNotificationSettings.limitSettings.timeout
  • properties.monitorDefinition.alertNotificationSettings.modelSettings
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.advancedSettings
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.amsGradient
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.augmentations
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.beta1
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.beta2
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointFrequency
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.description
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.mode
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointModel.uri
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.checkpointRunId
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.distributed
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.earlyStopping
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.earlyStoppingDelay
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.earlyStoppingPatience
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.enableOnnxNormalization
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.evaluationFrequency
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.gradientAccumulationStep
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.layersToFreeze
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.learningRate
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.learningRateScheduler
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.modelName
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.momentum
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.nesterov
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.numberOfEpochs
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.numberOfWorkers
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.optimizer
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.randomSeed
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.stepLRGamma
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.stepLRStepSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.trainingBatchSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.trainingCropSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.validationBatchSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.validationCropSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.validationResizeSize
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.warmupCosineLRCycles
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.weightDecay
  • properties.monitorDefinition.alertNotificationSettings.modelSettings.weightedLoss
  • properties.monitorDefinition.alertNotificationSettings.primaryMetric
  • properties.monitorDefinition.alertNotificationSettings.searchSpace
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.amsGradient
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.augmentations
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.beta1
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.beta2
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.distributed
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.earlyStopping
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.earlyStoppingDelay
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.earlyStoppingPatience
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.enableOnnxNormalization
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.evaluationFrequency
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.gradientAccumulationStep
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.layersToFreeze
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.learningRate
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.learningRateScheduler
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.modelName
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.momentum
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.nesterov
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.numberOfEpochs
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.numberOfWorkers
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.optimizer
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.randomSeed
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.stepLRGamma
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.stepLRStepSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.trainingBatchSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.trainingCropSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.validationBatchSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.validationCropSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.validationResizeSize
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.warmupCosineLRCycles
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.warmupCosineLRWarmupEpochs
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.weightDecay
  • properties.monitorDefinition.alertNotificationSettings.searchSpace.weightedLoss
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.delayEvaluation
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.evaluationInterval
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.policyType
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.slackAmount
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.slackFactor
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.earlyTermination.truncationPercentage
  • properties.monitorDefinition.alertNotificationSettings.sweepSettings.samplingAlgorithm
  • properties.monitorDefinition.alertNotificationSettings.description
  • properties.monitorDefinition.alertNotificationSettings.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.mode
  • properties.monitorDefinition.alertNotificationSettings.uri
  • properties.monitorDefinition.checkpointRunId
  • properties.monitorDefinition.distributed
  • properties.monitorDefinition.earlyStopping
  • properties.monitorDefinition.earlyStoppingDelay
  • properties.monitorDefinition.earlyStoppingPatience
  • properties.monitorDefinition.enableOnnxNormalization
  • properties.monitorDefinition.evaluationFrequency
  • properties.monitorDefinition.gradientAccumulationStep
  • properties.monitorDefinition.imageSize
  • properties.monitorDefinition.layersToFreeze
  • properties.monitorDefinition.learningRate
  • properties.monitorDefinition.learningRateScheduler
  • properties.monitorDefinition.maxSize
  • properties.monitorDefinition.minSize
  • properties.monitorDefinition.modelName
  • properties.monitorDefinition.modelSize
  • properties.monitorDefinition.momentum
  • properties.monitorDefinition.multiScale
  • properties.monitorDefinition.nesterov
  • properties.monitorDefinition.nmsIouThreshold
  • properties.monitorDefinition.numberOfEpochs
  • properties.monitorDefinition.numberOfWorkers
  • properties.monitorDefinition.optimizer
  • properties.monitorDefinition.randomSeed
  • properties.monitorDefinition.stepLRGamma
  • properties.monitorDefinition.stepLRStepSize
  • properties.monitorDefinition.tileGridSize
  • properties.monitorDefinition.tileOverlapRatio
  • properties.monitorDefinition.tilePredictionsNmsThreshold
  • properties.monitorDefinition.trainingBatchSize
  • properties.monitorDefinition.validationBatchSize
  • properties.monitorDefinition.validationIouThreshold
  • properties.monitorDefinition.validationMetricType
  • properties.monitorDefinition.warmupCosineLRCycles
  • properties.monitorDefinition.warmupCosineLRWarmupEpochs
  • properties.monitorDefinition.weightDecay
  • properties.modelSettings.boxDetectionsPerImage
  • properties.modelSettings.boxScoreThreshold
  • properties.modelSettings.imageSize
  • properties.modelSettings.maxSize
  • properties.modelSettings.minSize
  • properties.modelSettings.modelSize
  • properties.modelSettings.multiScale
  • properties.modelSettings.nmsIouThreshold
  • properties.modelSettings.tileGridSize
  • properties.modelSettings.tileOverlapRatio
  • properties.modelSettings.tilePredictionsNmsThreshold
  • properties.modelSettings.validationIouThreshold
  • properties.modelSettings.validationMetricType
  • properties.cvSplitColumnNames
  • properties.monitorDefinition.alertNotificationSettings.jobType
  • properties.monitorDefinition.alertNotificationSettings.codeId
  • properties.monitorDefinition.alertNotificationSettings.command
  • properties.monitorDefinition.alertNotificationSettings.distribution
  • properties.monitorDefinition.alertNotificationSettings.distribution.distributionType
  • properties.monitorDefinition.alertNotificationSettings.distribution.processCountPerInstance
  • properties.monitorDefinition.alertNotificationSettings.distribution.parameterServerCount
  • properties.monitorDefinition.alertNotificationSettings.distribution.workerCount
  • properties.monitorDefinition.alertNotificationSettings.environmentId
  • properties.monitorDefinition.alertNotificationSettings.environmentVariables
  • properties.monitorDefinition.alertNotificationSettings.environmentVariables。{自定義屬性}
  • properties.monitorDefinition.alertNotificationSettings.inputs
  • properties.monitorDefinition.alertNotificationSettings.inputs。{自定義屬性}
  • properties.monitorDefinition.alertNotificationSettings.inputs.description
  • properties.monitorDefinition.alertNotificationSettings.inputs.jobInputType
  • properties.monitorDefinition.alertNotificationSettings.inputs.mode
  • properties.monitorDefinition.alertNotificationSettings.inputs.uri
  • properties.monitorDefinition.alertNotificationSettings.inputs.value
  • properties.monitorDefinition.limits
  • properties.monitorDefinition.limits.jobLimitsType
  • properties.monitorDefinition.limits.timeout
  • properties.monitorDefinition.outputs
  • properties.monitorDefinition.outputs。{自定義屬性}
  • properties.monitorDefinition.outputs.description
  • properties.monitorDefinition.outputs.jobOutputType
  • properties.monitorDefinition.outputs.mode
  • properties.monitorDefinition.outputs.uri
  • |componentId |[必要]用來計算自定義計量之元件資產的參考。 |字串 (必要)

    約束

刪除:

  • properties.action.jobDefinition.notificationSetting
  • properties.action.jobDefinition.notificationSetting.emailOn
  • properties.action.jobDefinition.computeConfiguration
  • properties.action.jobDefinition.computeConfiguration.computeType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.computeIdentityType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.type
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities。{自定義屬性}
  • properties.action.jobDefinition.computeConfiguration.instanceType
  • properties.action.jobDefinition.computeConfiguration.runtimeVersion
  • properties.action.jobDefinition.monitoringTarget
  • properties.action.jobDefinition.monitoringTarget.deploymentId
  • properties.action.jobDefinition.monitoringTarget.modelId
  • properties.action.jobDefinition.monitoringTarget.taskType
  • properties.action.jobDefinition.signals
  • properties.action.jobDefinition.signals。{自定義屬性}
  • properties.action.jobDefinition.signals.notificationTypes
  • properties.action.jobDefinition.signals.sourceType
  • properties.action.jobDefinition.signals.query
  • properties.action.jobDefinition.signals.storedProcedure
  • properties.action.jobDefinition.signals.storedProcedureParams
  • properties.action.jobDefinition.signals.|parent |在 Bicep 中,您可以指定子資源的父資源。 只有在父資源外部宣告子資源時,才需要新增這個屬性。

    如需詳細資訊,請參閱 父資源外部的子資源。 |類型的資源符號名稱
  • properties.action.|uri |秘密 URI。
    範例 URI
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |file |[必要]作業進入點的相對 Python 檔案路徑。 |字串 (必要)

    約束
  • |componentId |[必要]用來計算自定義計量之元件資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |dataUri |[必要]數據的 URI。 例
  • |publisher |[必要]智慧財產權的發行者。 必須與登錄發行者名稱相同。 |字串 (必要)

    約束
  • properties.action.jobDefinition.stage
  • properties.action.jobDefinition.tags
  • properties.action.endpointInvocationDefinition
  • properties.trigger.schedule.|emailOn |在指定的通知類型上傳送電子郵件通知給使用者 |包含任何的字串數位
  • |uri |秘密 URI。
    範例 URI
  • |className |[必要]做為進入點的 Scala 類別名稱。 |字串 (必要)

    約束

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.jobOutputType - 已新增值: 'mlflow_model' (必要) 'mltable' (必要) 'triton_model' (必要) 'uri_file' (必要) 'uri_folder' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.mode - 已移除的值: 'Direct'

2023-08-01-preview

新增:

  • properties.action.jobDefinition.computeConfiguration
  • properties.action.jobDefinition.computeConfiguration.computeType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.computeIdentityType
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.type
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities
  • properties.action.jobDefinition.computeConfiguration.computeIdentity.identity.userAssignedIdentities。{自定義屬性}
  • properties.action.jobDefinition.computeConfiguration.instanceType
  • properties.action.jobDefinition.computeConfiguration.runtimeVersion
  • properties.action.jobDefinition.signals.notificationTypes
  • properties.action.jobDefinition.signals.sourceType
  • properties.action.jobDefinition.signals.query
  • properties.action.jobDefinition.signals.storedProcedure
  • properties.action.jobDefinition.signals.storedProcedureParams
  • properties.action.jobDefinition.signals.|parent |在 Bicep 中,您可以指定子資源的父資源。 只有在父資源外部宣告子資源時,才需要新增這個屬性。

    如需詳細資訊,請參閱 父資源外部的子資源。 |類型的資源符號名稱
  • properties.action.|uri |秘密 URI。
    範例 URI
  • |notificationTypes |此訊號的目前通知模式。 |包含任何的字串數位
  • properties.action.jobDefinition.stage
  • properties.action.jobDefinition.tags
  • properties.action.endpointInvocationDefinition

刪除:

  • properties.action.jobDefinition.notificationSetting.computeType
  • properties.action.jobDefinition.notificationSetting.computeIdentity
  • properties.action.jobDefinition.notificationSetting.computeIdentity.computeIdentityType
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity.type
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity.userAssignedIdentities
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity.userAssignedIdentities。{自定義屬性}
  • properties.action.jobDefinition.notificationSetting.instanceType
  • properties.action.jobDefinition.notificationSetting.runtimeVersion
  • properties.action.jobDefinition.signals.mode
  • properties.action.jobDefinition.signals.properties
  • properties.action.jobDefinition.signals.properties。{自定義屬性}
  • properties.action.jobDefinition.signals.signalType
  • properties.action.jobDefinition.signals.componentId
  • properties.action.jobDefinition.signals.inputAssets
  • properties.action.jobDefinition.signals.inputAssets。{自定義屬性}
  • properties.action.jobDefinition.signals.inputAssets.columns
  • properties.action.jobDefinition.signals.inputAssets.columns。{自定義屬性}
  • properties.action.jobDefinition.signals.inputAssets.dataContext
  • properties.action.jobDefinition.signals.inputAssets.jobInputType
  • properties.action.jobDefinition.signals.inputAssets.uri
  • properties.action.jobDefinition.signals.inputAssets.inputDataType
  • properties.action.jobDefinition.signals.inputAssets.preprocessingComponentId
  • properties.action.jobDefinition.signals.inputAssets.windowEnd
  • properties.action.jobDefinition.signals.inputAssets.windowStart
  • properties.action.jobDefinition.signals.inputAssets.windowOffset
  • properties.action.jobDefinition.signals.inputAssets.windowSize
  • properties.action.jobDefinition.inputs
  • properties.action.jobDefinition.inputs。{自定義屬性}
  • properties.action.jobDefinition.inputs.description
  • properties.action.jobDefinition.inputs.jobInputType
  • properties.action.metricThresholds
  • properties.action。{自定義屬性}
  • properties.features
  • properties.features.filterType
  • properties.features.features
  • properties.features.top
  • properties.metricThresholds
  • productionData
  • jobInputType
  • uri
  • inputDataType
  • preprocessingComponentId
  • windowEnd
  • windowStart
  • windowOffset
  • windowSize
  • signalType
  • metricThresholds
  • dataSegment
  • dataSegment.feature
  • dataSegment.values
  • dataSegment.signalType
  • dataSegment.metricThresholds
  • dataSegment。{自定義屬性}
  • dataContext
  • properties.actionType
  • properties.dataImportDefinition
  • properties.dataImportDefinition.assetName
  • properties.dataImportDefinition.autoDeleteSetting
  • properties.dataImportDefinition.autoDeleteSetting.condition
  • properties.dataImportDefinition.autoDeleteSetting.value
  • properties.dataImportDefinition.dataType
  • properties.dataImportDefinition.dataUri
  • properties.dataImportDefinition.description
  • properties.dataImportDefinition.intellectualProperty
  • properties.dataImportDefinition.intellectualProperty.protectionLevel
  • properties.dataImportDefinition.intellectualProperty.publisher
  • properties.dataImportDefinition.isAnonymous
  • properties.dataImportDefinition.isArchived
  • properties.dataImportDefinition.properties
  • properties.dataImportDefinition.properties。{自定義屬性}
  • properties.dataImportDefinition.source
  • properties.dataImportDefinition.source.connection
  • properties.dataImportDefinition.source.sourceType
  • properties.dataImportDefinition.source.query
  • properties.dataImportDefinition.source.storedProcedure
  • properties.dataImportDefinition.source.storedProcedureParams
  • properties.dataImportDefinition.stage
  • properties.dataImportDefinition.tags
  • properties.endpointInvocationDefinition

更新:

  • properties.action.jobDefinition.services。{customized property}.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 - 已新增值: 'Rolling' (必要) - 已移除的值: 'Trailing' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.monitorDefinition.signals。{customized property}.properties.workspaceConnection.secrets.metricThresholds.metricThresholds.metricThresholds.metricThresholds.metricThresholds.metricThreshold.modelType - 已移除值:'Classification'

2023-06-01-preview

新增:

  • properties.action.jobDefinition.notificationSetting
  • properties.action.jobDefinition.notificationSetting.emailOn
  • properties.action.jobDefinition.notificationSetting.computeType
  • properties.action.jobDefinition.notificationSetting.computeIdentity
  • properties.action.jobDefinition.notificationSetting.computeIdentity.computeIdentityType
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity.type
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity.userAssignedIdentities
  • properties.action.jobDefinition.notificationSetting.computeIdentity.identity.userAssignedIdentities。{自定義屬性}
  • properties.action.jobDefinition.notificationSetting.instanceType
  • properties.action.jobDefinition.notificationSetting.runtimeVersion
  • properties.action.jobDefinition.monitoringTarget
  • properties.action.jobDefinition.monitoringTarget.deploymentId
  • properties.action.jobDefinition.monitoringTarget.modelId
  • properties.action.jobDefinition.monitoringTarget.taskType
  • properties.action.jobDefinition.signals
  • properties.action.jobDefinition.signals。{自定義屬性}
  • properties.action.jobDefinition.signals.mode
  • properties.action.jobDefinition.signals.properties
  • properties.action.jobDefinition.signals.properties。{自定義屬性}
  • properties.action.jobDefinition.signals.signalType
  • properties.action.jobDefinition.signals.componentId
  • properties.action.jobDefinition.signals.inputAssets
  • properties.action.jobDefinition.signals.inputAssets。{自定義屬性}
  • properties.action.jobDefinition.signals.inputAssets.columns
  • properties.action.jobDefinition.signals.inputAssets.columns。{自定義屬性}
  • properties.action.jobDefinition.signals.inputAssets.dataContext
  • properties.action.jobDefinition.signals.inputAssets.jobInputType
  • properties.action.jobDefinition.signals.inputAssets.uri
  • properties.action.jobDefinition.signals.inputAssets.inputDataType
  • properties.action.jobDefinition.signals.inputAssets.preprocessingComponentId
  • properties.action.jobDefinition.signals.inputAssets.windowEnd
  • properties.action.jobDefinition.signals.inputAssets.windowStart
  • properties.action.jobDefinition.signals.inputAssets.windowOffset
  • properties.action.jobDefinition.signals.inputAssets.windowSize
  • properties.action.jobDefinition.inputs
  • properties.action.jobDefinition.inputs。{自定義屬性}
  • properties.action.jobDefinition.inputs.description
  • properties.action.jobDefinition.inputs.jobInputType
  • properties.action.metricThresholds
  • properties.action。{自定義屬性}
  • properties.features
  • properties.features.filterType
  • properties.features.features
  • properties.features.top
  • properties.metricThresholds
  • productionData
  • jobInputType
  • uri
  • inputDataType
  • preprocessingComponentId
  • windowEnd
  • windowStart
  • windowOffset
  • windowSize
  • signalType
  • metricThresholds
  • dataSegment
  • dataSegment.feature
  • dataSegment.values
  • dataSegment.signalType
  • dataSegment.metricThresholds
  • dataSegment。{自定義屬性}
  • dataContext
  • properties.dataImportDefinition
  • properties.dataImportDefinition.assetName
  • properties.dataImportDefinition.autoDeleteSetting
  • properties.dataImportDefinition.autoDeleteSetting.condition
  • properties.dataImportDefinition.autoDeleteSetting.value
  • properties.dataImportDefinition.dataType
  • properties.dataImportDefinition.dataUri
  • properties.dataImportDefinition.description
  • properties.dataImportDefinition.intellectualProperty
  • properties.dataImportDefinition.intellectualProperty.protectionLevel
  • properties.dataImportDefinition.intellectualProperty.publisher
  • properties.dataImportDefinition.isAnonymous
  • properties.dataImportDefinition.isArchived
  • properties.dataImportDefinition.properties
  • properties.dataImportDefinition.properties。{自定義屬性}
  • properties.dataImportDefinition.source
  • properties.dataImportDefinition.source.connection
  • properties.dataImportDefinition.source.sourceType
  • properties.dataImportDefinition.source.query
  • properties.dataImportDefinition.source.storedProcedure
  • properties.dataImportDefinition.source.storedProcedureParams
  • properties.dataImportDefinition.stage
  • properties.dataImportDefinition.tags
  • properties.trigger.schedule.|emailOn |在指定的通知類型上傳送電子郵件通知給使用者 |包含任何的字串數位
  • |uri |秘密 URI。
    範例 URI
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |file |[必要]作業進入點的相對 Python 檔案路徑。 |字串 (必要)

    約束
  • |className |[必要]做為進入點的 Scala 類別名稱。 |字串 (必要)

    約束
  • |instanceType |[必要]執行 Spark 作業的實體類型。 |字串 (必要)

    約束
  • |userAssignedIdentities |與資源相關聯的使用者指派身分識別集。 userAssignedIdentities 字典索引鍵將會是表單中的ARM資源標識碼
  • |componentId |[必要]用來計算自定義計量之元件資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |metric |[必要]要計算的使用者定義計量。 |字串 (必要)

    約束
  • |dataUri |[必要]數據的 URI。 例
  • |publisher |[必要]智慧財產權的發行者。 必須與登錄發行者名稱相同。 |字串 (必要)

    約束

刪除:

  • properties.action.jobDefinition.properties
  • properties.action.jobDefinition.properties。{自定義屬性}
  • properties.action.jobDefinition.services
  • properties.action.jobDefinition.services。{自定義屬性}
  • 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。{自定義屬性}
  • properties.action.tags
  • properties.action.jobType
  • properties.action.environmentId
  • properties.action.environmentVariables
  • properties.action.environmentVariables。{自定義屬性}
  • properties.action.outputs
  • properties.action.outputs。{自定義屬性}
  • 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。{自定義屬性}
  • 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.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.targetLags.distributionType
  • properties.taskDetails.forecastingSettings.targetLags.processCountPerInstance
  • properties.taskDetails.forecastingSettings.targetLags.parameterServerCount
  • properties.taskDetails.forecastingSettings.targetLags.workerCount
  • 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.uri
  • properties.taskDetails.testDataSize
  • properties.taskDetails.trainingSettings
  • properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.taskType
  • properties.taskDetails.trainingSettings.limitSettings
  • properties.taskDetails.trainingSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.trainingSettings.limitSettings.maxTrials
  • properties.taskDetails.trainingSettings.limitSettings.timeout
  • properties.taskDetails.trainingSettings.modelSettings
  • properties.taskDetails.trainingSettings.modelSettings.advancedSettings
  • properties.taskDetails.trainingSettings.modelSettings.amsGradient
  • properties.taskDetails.trainingSettings.modelSettings.augmentations
  • properties.taskDetails.trainingSettings.modelSettings.beta1
  • properties.taskDetails.trainingSettings.modelSettings.beta2
  • properties.taskDetails.trainingSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.trainingSettings.modelSettings.checkpointRunId
  • properties.taskDetails.trainingSettings.modelSettings.distributed
  • properties.taskDetails.trainingSettings.modelSettings.earlyStopping
  • properties.taskDetails.trainingSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.trainingSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.trainingSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.trainingSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.trainingSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.trainingSettings.modelSettings.layersToFreeze
  • properties.taskDetails.trainingSettings.modelSettings.learningRate
  • properties.taskDetails.trainingSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.trainingSettings.modelSettings.modelName
  • properties.taskDetails.trainingSettings.modelSettings.momentum
  • properties.taskDetails.trainingSettings.modelSettings.nesterov
  • properties.taskDetails.trainingSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.trainingSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.trainingSettings.modelSettings.optimizer
  • properties.taskDetails.trainingSettings.modelSettings.randomSeed
  • properties.taskDetails.trainingSettings.modelSettings.stepLRGamma
  • properties.taskDetails.trainingSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.trainingSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.trainingSettings.modelSettings.trainingCropSize
  • properties.taskDetails.trainingSettings.modelSettings.validationBatchSize
  • properties.taskDetails.trainingSettings.modelSettings.validationCropSize
  • properties.taskDetails.trainingSettings.modelSettings.validationResizeSize
  • properties.taskDetails.trainingSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.trainingSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.trainingSettings.modelSettings.weightDecay
  • properties.taskDetails.trainingSettings.modelSettings.weightedLoss
  • properties.taskDetails.trainingSettings.primaryMetric
  • properties.taskDetails.trainingSettings.searchSpace
  • properties.taskDetails.trainingSettings.randomSeed
  • properties.taskDetails.trainingSettings.stepLRGamma
  • properties.taskDetails.trainingSettings.stepLRStepSize
  • properties.taskDetails.trainingSettings.trainingBatchSize
  • properties.taskDetails.trainingSettings.trainingCropSize
  • properties.taskDetails.trainingSettings.validationBatchSize
  • properties.taskDetails.trainingSettings.validationCropSize
  • properties.taskDetails.trainingSettings.validationResizeSize
  • properties.taskDetails.trainingSettings.warmupCosineLRCycles
  • properties.taskDetails.trainingSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.trainingSettings.weightDecay
  • properties.taskDetails.trainingSettings.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.validationData
  • properties.taskDetails.validationData.description
  • properties.taskDetails.validationData.jobInputType
  • properties.taskDetails.validationData.mode
  • properties.taskDetails.validationData.uri
  • properties.taskDetails.validationDataSize
  • properties.taskDetails.limitSettings
  • properties.taskDetails.limitSettings.maxConcurrentTrials
  • properties.taskDetails.limitSettings.maxTrials
  • properties.taskDetails.limitSettings.timeout
  • 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.primaryMetric
  • properties.taskDetails.searchSpace
  • properties.taskDetails.validationResizeSize
  • properties.taskDetails.warmupCosineLRCycles
  • properties.taskDetails.warmupCosineLRWarmupEpochs
  • properties.taskDetails.weightDecay
  • properties.taskDetails.weightedLoss
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.samplingAlgorithm
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.taskType
  • properties.limitSettings
  • properties.limitSettings.maxConcurrentTrials
  • properties.limitSettings.maxTrials
  • properties.limitSettings.timeout
  • properties.modelSettings
  • properties.modelSettings.advancedSettings
  • properties.modelSettings.amsGradient
  • properties.modelSettings.augmentations
  • properties.modelSettings.beta1
  • properties.modelSettings.beta2
  • properties.modelSettings.boxDetectionsPerImage
  • properties.modelSettings.boxScoreThreshold
  • properties.modelSettings.checkpointFrequency
  • properties.modelSettings.checkpointModel
  • properties.modelSettings.checkpointModel.description
  • properties.modelSettings.checkpointModel.jobInputType
  • properties.modelSettings.checkpointModel.mode
  • properties.modelSettings.checkpointModel.uri
  • properties.modelSettings.checkpointRunId
  • properties.modelSettings.distributed
  • properties.modelSettings.earlyStopping
  • properties.modelSettings.earlyStoppingDelay
  • properties.modelSettings.earlyStoppingPatience
  • properties.modelSettings.enableOnnxNormalization
  • properties.modelSettings.evaluationFrequency
  • properties.modelSettings.gradientAccumulationStep
  • properties.modelSettings.imageSize
  • properties.modelSettings.layersToFreeze
  • properties.modelSettings.learningRate
  • properties.modelSettings.learningRateScheduler
  • properties.modelSettings.maxSize
  • properties.modelSettings.minSize
  • properties.modelSettings.modelName
  • properties.modelSettings.modelSize
  • properties.modelSettings.momentum
  • properties.modelSettings.multiScale
  • properties.modelSettings.nesterov
  • properties.modelSettings.nmsIouThreshold
  • properties.modelSettings.numberOfEpochs
  • properties.modelSettings.numberOfWorkers
  • properties.modelSettings.optimizer
  • properties.modelSettings.randomSeed
  • properties.modelSettings.stepLRGamma
  • properties.modelSettings.stepLRStepSize
  • properties.modelSettings.tileGridSize
  • properties.modelSettings.tileOverlapRatio
  • properties.modelSettings.tilePredictionsNmsThreshold
  • properties.modelSettings.trainingBatchSize
  • properties.modelSettings.validationBatchSize
  • properties.modelSettings.validationIouThreshold
  • properties.modelSettings.validationMetricType
  • properties.modelSettings.warmupCosineLRCycles
  • properties.modelSettings.warmupCosineLRWarmupEpochs
  • properties.modelSettings.weightDecay
  • properties.primaryMetric
  • properties.searchSpace
  • properties.minSize
  • properties.modelName
  • properties.modelSize
  • properties.momentum
  • properties.multiScale
  • properties.nesterov
  • properties.nmsIouThreshold
  • properties.numberOfEpochs
  • properties.numberOfWorkers
  • properties.optimizer
  • properties.randomSeed
  • properties.stepLRGamma
  • properties.stepLRStepSize
  • properties.tileGridSize
  • properties.tileOverlapRatio
  • properties.tilePredictionsNmsThreshold
  • properties.trainingBatchSize
  • properties.validationBatchSize
  • properties.validationIouThreshold
  • properties.validationMetricType
  • properties.warmupCosineLRCycles
  • properties.warmupCosineLRWarmupEpochs
  • properties.weightDecay
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxTrials
  • limitSettings.timeout
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.imageSize
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelName
  • modelSettings.modelSize
  • modelSettings.momentum
  • modelSettings.multiScale
  • modelSettings.nesterov
  • modelSettings.nmsIouThreshold
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.trainingBatchSize
  • modelSettings.validationBatchSize
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • primaryMetric
  • searchSpace
  • minSize
  • modelName
  • modelSize
  • 動量
  • multiScale
  • nesterov
  • nmsIouThreshold
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • trainingBatchSize
  • validationBatchSize
  • validationIouThreshold
  • validationMetricType
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • cvSplitColumnNames
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • 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。{自定義屬性}
  • properties.inputs
  • properties.inputs。{自定義屬性}
  • properties.inputs.description
  • properties.inputs.jobInputType
  • properties.inputs.mode
  • properties.inputs.uri
  • properties.inputs.value
  • 限制
  • limits.jobLimitsType
  • limits.timeout
  • 輸出
  • 輸出。{自定義屬性}
  • outputs.description
  • outputs.jobOutputType
  • outputs.mode
  • outputs.uri
  • 資源
  • resources.dockerArgs
  • resources.instanceCount
  • resources.instanceType
  • resources.properties
  • resources.properties。{自定義屬性}
  • resources.shmSize
  • jobType
  • 輸入
  • 輸入。{自定義屬性}
  • inputs.description
  • inputs.jobInputType
  • inputs.mode
  • inputs.uri
  • inputs.value
  • 工作
  • 工作。{自定義屬性}
  • 設置
  • sourceJobId
  • earlyTermination
  • earlyTermination.delayEvaluation
  • earlyTermination.evaluationInterval
  • earlyTermination.policyType
  • earlyTermination.slackAmount
  • earlyTermination.slackFactor
  • earlyTermination.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout
  • 目的
  • objective.goal
  • objective.primaryMetric
  • samplingAlgorithm
  • samplingAlgorithm.samplingAlgorithmType
  • samplingAlgorithm.rule
  • samplingAlgorithm.seed
  • 試驗
  • trial.codeId
  • trial.command
  • trial.distribution
  • trial.distribution.distributionType
  • trial.distribution.processCountPerInstance
  • trial.distribution.parameterServerCount
  • trial.distribution.workerCount
  • trial.environmentId
  • trial.environmentVariables
  • trial.environmentVariables。{自定義屬性}
  • trial.resources
  • trial.resources.dockerArgs
  • trial.resources.instanceCount
  • trial.resources.instanceType
  • trial.resources.properties
  • trial.resources.properties。{自定義屬性}
  • trial.resources.shmSize

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.jobOutputType - 已移除值: 'mlflow_model' (必要) 'mltable' (必要) 'triton_model' (必要) 'uri_file' (必要) 'uri_folder' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.mode - 已新增值: 'Direct'
  • properties.trigger.triggerType - 已新增值:'Cron'

2023-04-01

新增:

  • properties.action.jobDefinition.properties
  • properties.action.jobDefinition.properties。{自定義屬性}
  • properties.action.jobDefinition.services
  • properties.action.jobDefinition.services。{自定義屬性}
  • 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。{自定義屬性}
  • properties.action.tags
  • properties.action.jobType
  • properties.action.environmentId
  • properties.action.environmentVariables
  • properties.action.environmentVariables。{自定義屬性}
  • properties.action.outputs
  • properties.action.outputs。{自定義屬性}
  • 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。{自定義屬性}
  • 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.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.targetLags.distributionType
  • properties.taskDetails.forecastingSettings.targetLags.processCountPerInstance
  • properties.taskDetails.forecastingSettings.targetLags.parameterServerCount
  • properties.taskDetails.forecastingSettings.targetLags.workerCount
  • 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.uri
  • properties.taskDetails.testDataSize
  • properties.taskDetails.trainingSettings
  • properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.taskType
  • properties.taskDetails.trainingSettings.limitSettings
  • properties.taskDetails.trainingSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.trainingSettings.limitSettings.maxTrials
  • properties.taskDetails.trainingSettings.limitSettings.timeout
  • properties.taskDetails.trainingSettings.modelSettings
  • properties.taskDetails.trainingSettings.modelSettings.advancedSettings
  • properties.taskDetails.trainingSettings.modelSettings.amsGradient
  • properties.taskDetails.trainingSettings.modelSettings.augmentations
  • properties.taskDetails.trainingSettings.modelSettings.beta1
  • properties.taskDetails.trainingSettings.modelSettings.beta2
  • properties.taskDetails.trainingSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.trainingSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.trainingSettings.modelSettings.checkpointRunId
  • properties.taskDetails.trainingSettings.modelSettings.distributed
  • properties.taskDetails.trainingSettings.modelSettings.earlyStopping
  • properties.taskDetails.trainingSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.trainingSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.trainingSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.trainingSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.trainingSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.trainingSettings.modelSettings.layersToFreeze
  • properties.taskDetails.trainingSettings.modelSettings.learningRate
  • properties.taskDetails.trainingSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.trainingSettings.modelSettings.modelName
  • properties.taskDetails.trainingSettings.modelSettings.momentum
  • properties.taskDetails.trainingSettings.modelSettings.nesterov
  • properties.taskDetails.trainingSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.trainingSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.trainingSettings.modelSettings.optimizer
  • properties.taskDetails.trainingSettings.modelSettings.randomSeed
  • properties.taskDetails.trainingSettings.modelSettings.stepLRGamma
  • properties.taskDetails.trainingSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.trainingSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.trainingSettings.modelSettings.trainingCropSize
  • properties.taskDetails.trainingSettings.modelSettings.validationBatchSize
  • properties.taskDetails.trainingSettings.modelSettings.validationCropSize
  • properties.taskDetails.trainingSettings.modelSettings.validationResizeSize
  • properties.taskDetails.trainingSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.trainingSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.trainingSettings.modelSettings.weightDecay
  • properties.taskDetails.trainingSettings.modelSettings.weightedLoss
  • properties.taskDetails.trainingSettings.primaryMetric
  • properties.taskDetails.trainingSettings.searchSpace
  • properties.taskDetails.trainingSettings.randomSeed
  • properties.taskDetails.trainingSettings.stepLRGamma
  • properties.taskDetails.trainingSettings.stepLRStepSize
  • properties.taskDetails.trainingSettings.trainingBatchSize
  • properties.taskDetails.trainingSettings.trainingCropSize
  • properties.taskDetails.trainingSettings.validationBatchSize
  • properties.taskDetails.trainingSettings.validationCropSize
  • properties.taskDetails.trainingSettings.validationResizeSize
  • properties.taskDetails.trainingSettings.warmupCosineLRCycles
  • properties.taskDetails.trainingSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.trainingSettings.weightDecay
  • properties.taskDetails.trainingSettings.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.validationData
  • properties.taskDetails.validationData.description
  • properties.taskDetails.validationData.jobInputType
  • properties.taskDetails.validationData.mode
  • properties.taskDetails.validationData.uri
  • properties.taskDetails.validationDataSize
  • properties.taskDetails.limitSettings
  • properties.taskDetails.limitSettings.maxConcurrentTrials
  • properties.taskDetails.limitSettings.maxTrials
  • properties.taskDetails.limitSettings.timeout
  • 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.primaryMetric
  • properties.taskDetails.searchSpace
  • properties.taskDetails.validationResizeSize
  • properties.taskDetails.warmupCosineLRCycles
  • properties.taskDetails.warmupCosineLRWarmupEpochs
  • properties.taskDetails.weightDecay
  • properties.taskDetails.weightedLoss
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.samplingAlgorithm
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.taskType
  • properties.limitSettings
  • properties.limitSettings.maxConcurrentTrials
  • properties.limitSettings.maxTrials
  • properties.limitSettings.timeout
  • properties.modelSettings
  • properties.modelSettings.advancedSettings
  • properties.modelSettings.amsGradient
  • properties.modelSettings.augmentations
  • properties.modelSettings.beta1
  • properties.modelSettings.beta2
  • properties.modelSettings.boxDetectionsPerImage
  • properties.modelSettings.boxScoreThreshold
  • properties.modelSettings.checkpointFrequency
  • properties.modelSettings.checkpointModel
  • properties.modelSettings.checkpointModel.description
  • properties.modelSettings.checkpointModel.jobInputType
  • properties.modelSettings.checkpointModel.mode
  • properties.modelSettings.checkpointModel.uri
  • properties.modelSettings.checkpointRunId
  • properties.modelSettings.distributed
  • properties.modelSettings.earlyStopping
  • properties.modelSettings.earlyStoppingDelay
  • properties.modelSettings.earlyStoppingPatience
  • properties.modelSettings.enableOnnxNormalization
  • properties.modelSettings.evaluationFrequency
  • properties.modelSettings.gradientAccumulationStep
  • properties.modelSettings.imageSize
  • properties.modelSettings.layersToFreeze
  • properties.modelSettings.learningRate
  • properties.modelSettings.learningRateScheduler
  • properties.modelSettings.maxSize
  • properties.modelSettings.minSize
  • properties.modelSettings.modelName
  • properties.modelSettings.modelSize
  • properties.modelSettings.momentum
  • properties.modelSettings.multiScale
  • properties.modelSettings.nesterov
  • properties.modelSettings.nmsIouThreshold
  • properties.modelSettings.numberOfEpochs
  • properties.modelSettings.numberOfWorkers
  • properties.modelSettings.optimizer
  • properties.modelSettings.randomSeed
  • properties.modelSettings.stepLRGamma
  • properties.modelSettings.stepLRStepSize
  • properties.modelSettings.tileGridSize
  • properties.modelSettings.tileOverlapRatio
  • properties.modelSettings.tilePredictionsNmsThreshold
  • properties.modelSettings.trainingBatchSize
  • properties.modelSettings.validationBatchSize
  • properties.modelSettings.validationIouThreshold
  • properties.modelSettings.validationMetricType
  • properties.modelSettings.warmupCosineLRCycles
  • properties.modelSettings.warmupCosineLRWarmupEpochs
  • properties.modelSettings.weightDecay
  • properties.primaryMetric
  • properties.searchSpace
  • properties.minSize
  • properties.modelName
  • properties.modelSize
  • properties.momentum
  • properties.multiScale
  • properties.nesterov
  • properties.nmsIouThreshold
  • properties.numberOfEpochs
  • properties.numberOfWorkers
  • properties.optimizer
  • properties.randomSeed
  • properties.stepLRGamma
  • properties.stepLRStepSize
  • properties.tileGridSize
  • properties.tileOverlapRatio
  • properties.tilePredictionsNmsThreshold
  • properties.trainingBatchSize
  • properties.validationBatchSize
  • properties.validationIouThreshold
  • properties.validationMetricType
  • properties.warmupCosineLRCycles
  • properties.warmupCosineLRWarmupEpochs
  • properties.weightDecay
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxTrials
  • limitSettings.timeout
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.imageSize
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelName
  • modelSettings.modelSize
  • modelSettings.momentum
  • modelSettings.multiScale
  • modelSettings.nesterov
  • modelSettings.nmsIouThreshold
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.trainingBatchSize
  • modelSettings.validationBatchSize
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • primaryMetric
  • searchSpace
  • minSize
  • modelName
  • modelSize
  • 動量
  • multiScale
  • nesterov
  • nmsIouThreshold
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • trainingBatchSize
  • validationBatchSize
  • validationIouThreshold
  • validationMetricType
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • cvSplitColumnNames
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • 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。{自定義屬性}
  • properties.inputs
  • properties.inputs。{自定義屬性}
  • properties.inputs.description
  • properties.inputs.jobInputType
  • properties.inputs.mode
  • properties.inputs.uri
  • properties.inputs.value
  • 限制
  • limits.jobLimitsType
  • limits.timeout
  • 輸出
  • 輸出。{自定義屬性}
  • outputs.description
  • outputs.jobOutputType
  • outputs.mode
  • outputs.uri
  • 資源
  • resources.dockerArgs
  • resources.instanceCount
  • resources.instanceType
  • resources.properties
  • resources.properties。{自定義屬性}
  • resources.shmSize
  • jobType
  • 輸入
  • 輸入。{自定義屬性}
  • inputs.description
  • inputs.jobInputType
  • inputs.mode
  • inputs.uri
  • inputs.value
  • 工作
  • 工作。{自定義屬性}
  • 設置
  • sourceJobId
  • earlyTermination
  • earlyTermination.delayEvaluation
  • earlyTermination.evaluationInterval
  • earlyTermination.policyType
  • earlyTermination.slackAmount
  • earlyTermination.slackFactor
  • earlyTermination.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout
  • 目的
  • objective.goal
  • objective.primaryMetric
  • samplingAlgorithm
  • samplingAlgorithm.samplingAlgorithmType
  • samplingAlgorithm.rule
  • samplingAlgorithm.seed
  • 試驗
  • trial.codeId
  • trial.command
  • trial.distribution
  • trial.distribution.distributionType
  • trial.distribution.processCountPerInstance
  • trial.distribution.parameterServerCount
  • trial.distribution.workerCount
  • trial.environmentId
  • trial.environmentVariables
  • trial.environmentVariables。{自定義屬性}
  • trial.resources
  • trial.resources.dockerArgs
  • trial.resources.instanceCount
  • trial.resources.instanceType
  • trial.resources.properties
  • trial.resources.properties。{自定義屬性}
  • trial.resources.shmSize
  • properties.actionType
  • properties.endpointInvocationDefinition

刪除:

  • properties.action.jobDefinition.notificationSetting
  • properties.action.jobDefinition.notificationSetting.emailOn
  • properties.action.jobDefinition.notificationSetting.signals
  • properties.action.jobDefinition.notificationSetting.signals。{自定義屬性}
  • properties.action.jobDefinition.notificationSetting.signals.lookbackPeriod
  • properties.action.jobDefinition.notificationSetting.signals.mode
  • properties.action.jobDefinition.notificationSetting.signals.signalType
  • properties.action.jobDefinition.notificationSetting.signals.componentId
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets。{自定義屬性}
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.asset
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.dataContext
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.preprocessingComponentId
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.targetColumnName
  • properties.action.jobDefinition.notificationSetting.metricThresholds
  • properties.action.jobDefinition.notificationSetting.targetData
  • properties.action.jobDefinition.notificationSetting.targetData.asset
  • properties.action.jobDefinition.notificationSetting.targetData.dataContext
  • properties.action.jobDefinition.notificationSetting.targetData.preprocessingComponentId
  • properties.action.jobDefinition.notificationSetting.targetData.targetColumnName
  • properties.action.jobDefinition.notificationSetting.signalType
  • properties.action.jobDefinition.notificationSetting.baselineData
  • properties.action.jobDefinition.notificationSetting.baselineData.asset
  • properties.action.jobDefinition.notificationSetting.baselineData.dataContext
  • properties.action.jobDefinition.notificationSetting.baselineData.preprocessingComponentId
  • properties.action.jobDefinition.notificationSetting.baselineData.targetColumnName
  • properties.action.jobDefinition.notificationSetting.metricThreshold
  • properties.action.jobDefinition.notificationSetting.metricThreshold.metric
  • properties.action.jobDefinition.notificationSetting.metricThreshold.threshold
  • properties.action.jobDefinition.notificationSetting.metricThreshold.threshold.value
  • properties.action.jobDefinition.notificationSetting.modelType
  • properties.action.jobDefinition.notificationSetting.dataSegment
  • properties.action.jobDefinition.notificationSetting.dataSegment.feature
  • properties.action.jobDefinition.notificationSetting.dataSegment.values
  • properties.action.jobDefinition.notificationSetting.dataSegment.modelType
  • properties.action.jobDefinition.notificationSetting.dataSegment.metric
  • properties.action.jobDefinition.notificationSetting.filterType
  • properties.action.jobDefinition.notificationSetting.features
  • properties.action.jobDefinition.notificationSetting.dataType
  • properties.action.jobDefinition.notificationSetting.metric
  • properties.action.dataImportDefinition
  • properties.action.dataImportDefinition.assetName
  • properties.action.dataImportDefinition.autoDeleteSetting
  • properties.action.dataImportDefinition.autoDeleteSetting.condition
  • properties.action.dataImportDefinition.autoDeleteSetting.value
  • properties.action.dataImportDefinition.dataType
  • properties.action.dataImportDefinition.dataUri
  • properties.action.dataImportDefinition.description
  • properties.action.dataImportDefinition.intellectualProperty
  • properties.action.dataImportDefinition.intellectualProperty.protectionLevel
  • properties.action.dataImportDefinition.intellectualProperty.publisher
  • properties.action.dataImportDefinition.isAnonymous
  • properties.action.dataImportDefinition.isArchived
  • properties.action.dataImportDefinition.properties
  • properties.action.dataImportDefinition.properties。{自定義屬性}
  • properties.action.dataImportDefinition.source
  • properties.action.dataImportDefinition.source.connection
  • properties.action.dataImportDefinition.source.sourceType
  • properties.action.dataImportDefinition.source.query
  • properties.action.dataImportDefinition.source.storedProcedure
  • properties.action.dataImportDefinition.source.storedProcedureParams
  • properties.action.dataImportDefinition.stage
  • properties.action.dataImportDefinition.tags
  • properties.action.endpointInvocationDefinition
  • properties.trigger.schedule.|emailOn |在指定的通知類型上傳送電子郵件通知給使用者 |包含任何的字串數位
  • |uri |秘密 URI。
    範例 URI
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |file |[必要]作業進入點的相對 Python 檔案路徑。 |字串 (必要)

    約束
  • |className |[必要]做為進入點的 Scala 類別名稱。 |字串 (必要)

    約束
  • |computeId |[必要]要執行監視作業之計算資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |componentId |[必要]用來計算自定義計量之元件資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |metric |[必要]要計算的使用者定義計量。 |字串 (必要)

    約束
  • |dataUri |[必要]數據的 URI。 例
  • |publisher |[必要]智慧財產權的發行者。 必須與登錄發行者名稱相同。 |字串 (必要)

    約束

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.jobOutputType - 已新增值: 'mlflow_model' (必要) 'mltable' (必要) 'triton_model' (必要) 'uri_file' (必要) 'uri_folder' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.mode - 已移除的值: 'Direct'
  • properties.trigger.triggerType - 已移除的值:'Cron'

2023-04-01-preview

新增:

  • properties.action.jobDefinition.notificationSetting.signals
  • properties.action.jobDefinition.notificationSetting.signals。{自定義屬性}
  • properties.action.jobDefinition.notificationSetting.signals.lookbackPeriod
  • properties.action.jobDefinition.notificationSetting.signals.mode
  • properties.action.jobDefinition.notificationSetting.signals.signalType
  • properties.action.jobDefinition.notificationSetting.signals.componentId
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets。{自定義屬性}
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.asset
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.dataContext
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.preprocessingComponentId
  • properties.action.jobDefinition.notificationSetting.signals.inputAssets.targetColumnName
  • properties.action.jobDefinition.notificationSetting.metricThresholds
  • properties.action.jobDefinition.notificationSetting.targetData
  • properties.action.jobDefinition.notificationSetting.targetData.asset
  • properties.action.jobDefinition.notificationSetting.targetData.dataContext
  • properties.action.jobDefinition.notificationSetting.targetData.preprocessingComponentId
  • properties.action.jobDefinition.notificationSetting.targetData.targetColumnName
  • properties.action.jobDefinition.notificationSetting.signalType
  • properties.action.jobDefinition.notificationSetting.baselineData
  • properties.action.jobDefinition.notificationSetting.baselineData.asset
  • properties.action.jobDefinition.notificationSetting.baselineData.dataContext
  • properties.action.jobDefinition.notificationSetting.baselineData.preprocessingComponentId
  • properties.action.jobDefinition.notificationSetting.baselineData.targetColumnName
  • properties.action.jobDefinition.notificationSetting.metricThreshold
  • properties.action.jobDefinition.notificationSetting.metricThreshold.metric
  • properties.action.jobDefinition.notificationSetting.metricThreshold.threshold
  • properties.action.jobDefinition.notificationSetting.metricThreshold.threshold.value
  • properties.action.jobDefinition.notificationSetting.modelType
  • properties.action.jobDefinition.notificationSetting.dataSegment
  • properties.action.jobDefinition.notificationSetting.dataSegment.feature
  • properties.action.jobDefinition.notificationSetting.dataSegment.values
  • properties.action.jobDefinition.notificationSetting.dataSegment.modelType
  • properties.action.jobDefinition.notificationSetting.dataSegment.metric
  • properties.action.jobDefinition.notificationSetting.filterType
  • properties.action.jobDefinition.notificationSetting.features
  • properties.action.jobDefinition.notificationSetting.dataType
  • properties.action.jobDefinition.notificationSetting.metric
  • properties.action.dataImportDefinition
  • properties.action.dataImportDefinition.assetName
  • properties.action.dataImportDefinition.autoDeleteSetting
  • properties.action.dataImportDefinition.autoDeleteSetting.condition
  • properties.action.dataImportDefinition.autoDeleteSetting.value
  • properties.action.dataImportDefinition.dataType
  • properties.action.dataImportDefinition.dataUri
  • properties.action.dataImportDefinition.description
  • properties.action.dataImportDefinition.intellectualProperty
  • properties.action.dataImportDefinition.intellectualProperty.protectionLevel
  • properties.action.dataImportDefinition.intellectualProperty.publisher
  • properties.action.dataImportDefinition.isAnonymous
  • properties.action.dataImportDefinition.isArchived
  • properties.action.dataImportDefinition.properties
  • properties.action.dataImportDefinition.properties。{自定義屬性}
  • properties.action.dataImportDefinition.source
  • properties.action.dataImportDefinition.source.connection
  • properties.action.dataImportDefinition.source.sourceType
  • properties.action.dataImportDefinition.source.query
  • properties.action.dataImportDefinition.source.storedProcedure
  • properties.action.dataImportDefinition.source.storedProcedureParams
  • properties.action.dataImportDefinition.stage
  • properties.action.dataImportDefinition.tags
  • properties.action.endpointInvocationDefinition
  • |uri |秘密 URI。
    範例 URI
  • |computeId |[必要]要執行監視作業之計算資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |componentId |[必要]用來計算自定義計量之元件資源的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |metric |[必要]要計算的使用者定義計量。 |字串 (必要)

    約束
  • |dataUri |[必要]數據的 URI。 例
  • |publisher |[必要]智慧財產權的發行者。 必須與登錄發行者名稱相同。 |字串 (必要)

    約束

刪除:

  • properties.action.queueSettings
  • properties.action.queueSettings.jobTier
  • properties.action.queueSettings.priority
  • properties.action.resources
  • properties.action.resources.dockerArgs
  • properties.action.resources.instanceCount
  • properties.action.resources.instanceType
  • properties.action.resources.locations
  • properties.action.resources.locations.properties
  • properties.action.resources.locations.properties。{自定義屬性}
  • properties.action.resources.locations.shmSize
  • properties.action.resources.taskDetails
  • properties.action.resources.taskDetails.logVerbosity
  • properties.action.resources.taskDetails.targetColumnName
  • properties.action.resources.taskDetails.trainingData
  • properties.action.resources.taskDetails.trainingData.description
  • properties.action.resources.taskDetails.trainingData.jobInputType
  • properties.action.resources.taskDetails.trainingData.mode
  • properties.action.resources.taskDetails.trainingData.uri
  • properties.action.resources.taskDetails.taskType
  • properties.action.resources.taskDetails.cvSplitColumnNames
  • properties.action.resources.taskDetails.columnNameAndTypes
  • properties.action.resources.taskDetails.columnNameAndTypes。{自定義屬性}
  • properties.action.resources.taskDetails.datasetLanguage
  • properties.action.resources.taskDetails.enableDnnFeaturization
  • properties.action.resources.taskDetails.mode
  • properties.action.resources.taskDetails.transformerParams
  • properties.action.resources.taskDetails.transformerParams。{自定義屬性}
  • properties.action.resources.taskDetails.transformerParams.description
  • properties.action.resources.taskDetails.transformerParams.jobInputType
  • properties.action.resources.taskDetails.transformerParams.mode
  • properties.action.resources.taskDetails.transformerParams.uri
  • properties.action.resources.taskDetails.validationDataSize
  • properties.action.resources.taskDetails.weightColumnName
  • properties.action.resources.taskDetails.featurizationSettings
  • properties.action.resources.taskDetails.featurizationSettings.blockedTransformers
  • properties.action.resources.taskDetails.featurizationSettings.columnNameAndTypes
  • properties.action.resources.taskDetails.featurizationSettings.columnNameAndTypes。{自定義屬性}
  • properties.action.resources.taskDetails.featurizationSettings.datasetLanguage
  • properties.action.resources.taskDetails.featurizationSettings.enableDnnFeaturization
  • properties.action.resources.taskDetails.featurizationSettings.mode
  • properties.action.resources.taskDetails.featurizationSettings.transformerParams
  • properties.action.resources.taskDetails.featurizationSettings.transformerParams。{自定義屬性}
  • properties.action.resources.taskDetails.featurizationSettings.transformerParams.useStl
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.enableEarlyTermination
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.exitScore
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxConcurrentTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxCoresPerTrial
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxNodes
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.sweepConcurrentTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.sweepTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.timeout
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.trialTimeout
  • properties.action.resources.taskDetails.featurizationSettings.nCrossValidations
  • properties.action.resources.taskDetails.featurizationSettings.nCrossValidations.mode
  • properties.action.resources.taskDetails.featurizationSettings.nCrossValidations.value
  • properties.action.resources.taskDetails.featurizationSettings.primaryMetric
  • properties.action.resources.taskDetails.featurizationSettings.searchSpace
  • properties.action.resources.taskDetails.featurizationSettings.boostingType
  • properties.action.resources.taskDetails.featurizationSettings.growPolicy
  • properties.action.resources.taskDetails.featurizationSettings.learningRate
  • properties.action.resources.taskDetails.featurizationSettings.maxBin
  • properties.action.resources.taskDetails.featurizationSettings.maxDepth
  • properties.action.resources.taskDetails.featurizationSettings.maxLeaves
  • properties.action.resources.taskDetails.featurizationSettings.minDataInLeaf
  • properties.action.resources.taskDetails.featurizationSettings.minSplitGain
  • properties.action.resources.taskDetails.featurizationSettings.modelName
  • properties.action.resources.taskDetails.featurizationSettings.nEstimators
  • properties.action.resources.taskDetails.featurizationSettings.numLeaves
  • properties.action.resources.taskDetails.featurizationSettings.preprocessorName
  • properties.action.resources.taskDetails.featurizationSettings.regAlpha
  • properties.action.resources.taskDetails.featurizationSettings.regLambda
  • properties.action.resources.taskDetails.featurizationSettings.subsample
  • properties.action.resources.taskDetails.featurizationSettings.subsampleFreq
  • properties.action.resources.taskDetails.featurizationSettings.treeMethod
  • properties.action.resources.taskDetails.featurizationSettings.withMean
  • properties.action.resources.taskDetails.featurizationSettings.withStd
  • properties.action.resources.taskDetails.sweepSettings
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.delayEvaluation
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.evaluationInterval
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.policyType
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.slackAmount
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.slackFactor
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.truncationPercentage
  • properties.action.resources.taskDetails.sweepSettings.samplingAlgorithm
  • properties.action.resources.taskDetails.testData
  • properties.action.resources.taskDetails.testData.description
  • properties.action.resources.taskDetails.testData.jobInputType
  • properties.action.resources.taskDetails.testData.mode
  • properties.action.resources.taskDetails.testData.uri
  • properties.action.resources.taskDetails.testDataSize
  • properties.action.resources.taskDetails.trainingSettings
  • properties.action.resources.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.action.resources.taskDetails.trainingSettings.enableOnnxCompatibleModels
  • properties.action.resources.taskDetails.trainingSettings.enableStackEnsemble
  • properties.action.resources.taskDetails.trainingSettings.enableVoteEnsemble
  • properties.action.resources.taskDetails.trainingSettings.ensembleModelDownloadTimeout
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • properties.action.resources.taskDetails.trainingSettings.trainingMode
  • properties.action.resources.taskDetails.validationData
  • properties.action.resources.taskDetails.validationData.description
  • properties.action.resources.taskDetails.validationData.jobInputType
  • properties.action.resources.taskDetails.validationData.mode
  • properties.action.resources.taskDetails.validationData.uri
  • properties.action.resources.taskDetails.limitSettings
  • properties.action.resources.taskDetails.limitSettings.maxConcurrentTrials
  • properties.action.resources.taskDetails.limitSettings.maxTrials
  • properties.action.resources.taskDetails.limitSettings.timeout
  • properties.action.resources.taskDetails.modelSettings
  • properties.action.resources.taskDetails.modelSettings.advancedSettings
  • properties.action.resources.taskDetails.modelSettings.amsGradient
  • properties.action.resources.taskDetails.modelSettings.augmentations
  • properties.action.resources.taskDetails.modelSettings.beta1
  • properties.action.resources.taskDetails.modelSettings.beta2
  • properties.action.resources.taskDetails.modelSettings.checkpointFrequency
  • properties.action.resources.taskDetails.modelSettings.checkpointModel
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.description
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.jobInputType
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.mode
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.uri
  • properties.action.resources.taskDetails.modelSettings.checkpointRunId
  • properties.action.resources.taskDetails.modelSettings.distributed
  • properties.action.resources.taskDetails.modelSettings.earlyStopping
  • properties.action.resources.taskDetails.modelSettings.earlyStoppingDelay
  • properties.action.resources.taskDetails.modelSettings.earlyStoppingPatience
  • properties.action.resources.taskDetails.modelSettings.enableOnnxNormalization
  • properties.action.resources.taskDetails.modelSettings.evaluationFrequency
  • properties.action.resources.taskDetails.modelSettings.gradientAccumulationStep
  • properties.action.resources.taskDetails.modelSettings.layersToFreeze
  • properties.action.resources.taskDetails.modelSettings.learningRate
  • properties.action.resources.taskDetails.modelSettings.learningRateScheduler
  • properties.action.resources.taskDetails.modelSettings.modelName
  • properties.action.resources.taskDetails.modelSettings.momentum
  • properties.action.resources.taskDetails.modelSettings.nesterov
  • properties.action.resources.taskDetails.modelSettings.numberOfEpochs
  • properties.action.resources.taskDetails.modelSettings.numberOfWorkers
  • properties.action.resources.taskDetails.modelSettings.optimizer
  • properties.action.resources.taskDetails.modelSettings.randomSeed
  • properties.action.resources.taskDetails.modelSettings.stepLRGamma
  • properties.action.resources.taskDetails.modelSettings.stepLRStepSize
  • properties.action.resources.taskDetails.modelSettings.trainingBatchSize
  • properties.action.resources.taskDetails.modelSettings.trainingCropSize
  • properties.action.resources.taskDetails.modelSettings.validationBatchSize
  • properties.action.resources.taskDetails.modelSettings.validationCropSize
  • properties.action.resources.taskDetails.modelSettings.validationResizeSize
  • properties.action.resources.taskDetails.modelSettings.warmupCosineLRCycles
  • properties.action.resources.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
  • properties.action.resources.taskDetails.modelSettings.weightDecay
  • properties.action.resources.taskDetails.modelSettings.weightedLoss
  • properties.action.resources.taskDetails.primaryMetric
  • properties.action.resources.taskDetails.searchSpace
  • properties.action.resources.taskDetails.stepLRGamma
  • properties.action.resources.taskDetails.stepLRStepSize
  • properties.action.resources.taskDetails.trainingBatchSize
  • properties.action.resources.taskDetails.trainingCropSize
  • properties.action.resources.taskDetails.validationBatchSize
  • properties.action.resources.taskDetails.validationCropSize
  • properties.action.resources.taskDetails.validationResizeSize
  • properties.action.resources.taskDetails.warmupCosineLRCycles
  • properties.action.resources.taskDetails.warmupCosineLRWarmupEpochs
  • properties.action.resources.taskDetails.weightDecay
  • properties.action.resources.taskDetails.weightedLoss
  • properties.action.resources.sweepSettings
  • properties.action.resources.sweepSettings.earlyTermination
  • properties.action.resources.sweepSettings.earlyTermination.delayEvaluation
  • properties.action.resources.sweepSettings.earlyTermination.evaluationInterval
  • properties.action.resources.sweepSettings.earlyTermination.policyType
  • properties.action.resources.sweepSettings.earlyTermination.slackAmount
  • properties.action.resources.sweepSettings.earlyTermination.slackFactor
  • properties.action.resources.sweepSettings.earlyTermination.truncationPercentage
  • properties.action.resources.sweepSettings.samplingAlgorithm
  • properties.action.resources.validationData
  • properties.action.resources.validationData.description
  • properties.action.resources.validationData.jobInputType
  • properties.action.resources.validationData.mode
  • properties.action.resources.validationData.uri
  • properties.action.resources.validationDataSize
  • properties.action.resources.taskType
  • properties.action.resources.limitSettings
  • properties.action.resources.limitSettings.maxConcurrentTrials
  • properties.action.resources.limitSettings.maxTrials
  • properties.action.resources.limitSettings.timeout
  • properties.action.resources.modelSettings
  • properties.action.resources.modelSettings.advancedSettings
  • properties.action.resources.modelSettings.amsGradient
  • properties.action.resources.modelSettings.augmentations
  • properties.action.resources.modelSettings.beta1
  • properties.action.resources.modelSettings.beta2
  • properties.action.resources.modelSettings.checkpointFrequency
  • properties.action.resources.modelSettings.checkpointModel
  • properties.action.resources.modelSettings.checkpointModel.description
  • properties.action.resources.modelSettings.checkpointModel.jobInputType
  • properties.action.resources.modelSettings.checkpointModel.mode
  • properties.action.resources.modelSettings.checkpointModel.uri
  • properties.action.resources.modelSettings.checkpointRunId
  • properties.action.resources.modelSettings.distributed
  • properties.action.resources.modelSettings.earlyStopping
  • properties.action.resources.modelSettings.earlyStoppingDelay
  • properties.action.resources.modelSettings.earlyStoppingPatience
  • properties.action.resources.modelSettings.enableOnnxNormalization
  • properties.action.resources.modelSettings.evaluationFrequency
  • properties.action.resources.modelSettings.gradientAccumulationStep
  • properties.action.resources.modelSettings.layersToFreeze
  • properties.action.resources.modelSettings.learningRate
  • properties.action.resources.modelSettings.learningRateScheduler
  • properties.action.resources.modelSettings.modelName
  • properties.action.resources.modelSettings.momentum
  • properties.action.resources.modelSettings.nesterov
  • properties.action.resources.modelSettings.numberOfEpochs
  • properties.action.resources.modelSettings.numberOfWorkers
  • properties.action.resources.modelSettings.optimizer
  • properties.action.resources.modelSettings.randomSeed
  • properties.action.resources.modelSettings.stepLRGamma
  • properties.action.resources.modelSettings.stepLRStepSize
  • properties.action.resources.modelSettings.trainingBatchSize
  • properties.action.resources.modelSettings.trainingCropSize
  • properties.action.resources.modelSettings.validationBatchSize
  • properties.action.resources.modelSettings.validationCropSize
  • properties.action.resources.modelSettings.validationResizeSize
  • properties.action.resources.modelSettings.warmupCosineLRCycles
  • properties.action.resources.modelSettings.warmupCosineLRWarmupEpochs
  • properties.action.resources.modelSettings.weightDecay
  • properties.action.resources.modelSettings.weightedLoss
  • properties.action.resources.primaryMetric
  • properties.action.resources.searchSpace
  • properties.action.resources.modelSettings.boxDetectionsPerImage
  • properties.action.resources.modelSettings.boxScoreThreshold
  • properties.action.resources.modelSettings.imageSize
  • properties.action.resources.modelSettings.maxSize
  • properties.action.resources.modelSettings.minSize
  • properties.action.resources.modelSettings.modelSize
  • properties.action.resources.modelSettings.multiScale
  • properties.action.resources.modelSettings.nmsIouThreshold
  • properties.action.resources.modelSettings.tileGridSize
  • properties.action.resources.modelSettings.tileOverlapRatio
  • properties.action.resources.modelSettings.tilePredictionsNmsThreshold
  • properties.action.resources.modelSettings.validationIouThreshold
  • properties.action.resources.modelSettings.validationMetricType
  • properties.action.resources.weightDecay
  • properties.action.sweepSettings
  • properties.action.sweepSettings.earlyTermination
  • properties.action.sweepSettings.earlyTermination.delayEvaluation
  • properties.action.sweepSettings.earlyTermination.evaluationInterval
  • properties.action.sweepSettings.earlyTermination.policyType
  • properties.action.sweepSettings.earlyTermination.slackAmount
  • properties.action.sweepSettings.earlyTermination.slackFactor
  • properties.action.sweepSettings.earlyTermination.truncationPercentage
  • properties.action.sweepSettings.samplingAlgorithm
  • properties.action.validationData
  • properties.action.validationData.description
  • properties.action.validationData.jobInputType
  • properties.action.validationData.mode
  • properties.action.validationData.uri
  • properties.action.validationDataSize
  • properties.action.taskType
  • properties.action.limitSettings
  • properties.action.limitSettings.maxConcurrentTrials
  • properties.action.limitSettings.maxTrials
  • properties.action.limitSettings.timeout
  • properties.action.modelSettings
  • properties.action.modelSettings.advancedSettings
  • properties.action.modelSettings.amsGradient
  • properties.action.modelSettings.augmentations
  • properties.action.modelSettings.beta1
  • properties.action.modelSettings.beta2
  • properties.action.modelSettings.boxDetectionsPerImage
  • properties.action.modelSettings.boxScoreThreshold
  • properties.action.modelSettings.checkpointFrequency
  • properties.action.modelSettings.checkpointModel
  • properties.action.modelSettings.checkpointModel.description
  • properties.action.modelSettings.checkpointModel.jobInputType
  • properties.action.modelSettings.checkpointModel.mode
  • properties.action.modelSettings.checkpointModel.uri
  • properties.action.modelSettings.checkpointRunId
  • properties.action.modelSettings.distributed
  • properties.action.modelSettings.earlyStopping
  • properties.action.modelSettings.earlyStoppingDelay
  • properties.action.modelSettings.earlyStoppingPatience
  • properties.action.modelSettings.enableOnnxNormalization
  • properties.action.modelSettings.evaluationFrequency
  • properties.action.modelSettings.gradientAccumulationStep
  • properties.action.modelSettings.imageSize
  • properties.action.modelSettings.layersToFreeze
  • properties.action.modelSettings.learningRate
  • properties.action.modelSettings.learningRateScheduler
  • properties.action.modelSettings.maxSize
  • properties.action.modelSettings.minSize
  • properties.action.modelSettings.modelName
  • properties.action.modelSettings.modelSize
  • properties.action.modelSettings.momentum
  • properties.action.modelSettings.multiScale
  • properties.action.modelSettings.nesterov
  • properties.action.modelSettings.nmsIouThreshold
  • properties.action.modelSettings.numberOfEpochs
  • properties.action.modelSettings.numberOfWorkers
  • properties.action.modelSettings.optimizer
  • properties.action.modelSettings.randomSeed
  • properties.action.modelSettings.stepLRGamma
  • properties.action.modelSettings.stepLRStepSize
  • properties.action.modelSettings.tileGridSize
  • properties.action.modelSettings.tileOverlapRatio
  • properties.action.modelSettings.tilePredictionsNmsThreshold
  • properties.action.modelSettings.trainingBatchSize
  • properties.action.modelSettings.validationBatchSize
  • properties.action.modelSettings.validationIouThreshold
  • properties.action.modelSettings.validationMetricType
  • properties.action.modelSettings.warmupCosineLRCycles
  • properties.action.modelSettings.warmupCosineLRWarmupEpochs
  • properties.action.modelSettings.weightDecay
  • properties.action.primaryMetric
  • properties.action.searchSpace
  • properties.action.weightDecay
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.samplingAlgorithm
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.taskType
  • properties.cvSplitColumnNames
  • properties.uri
  • testDataSize
  • trainingSettings
  • trainingSettings.allowedTrainingAlgorithms
  • trainingSettings.jobInputType
  • trainingSettings.mode
  • trainingSettings.uri
  • validationDataSize
  • weightColumnName
  • taskType
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • fixedParameters
  • fixedParameters.gradientAccumulationSteps
  • fixedParameters.learningRate
  • fixedParameters.learningRateScheduler
  • fixedParameters.modelName
  • fixedParameters.numberOfEpochs
  • fixedParameters.trainingBatchSize
  • fixedParameters.validationBatchSize
  • fixedParameters.warmupRatio
  • fixedParameters.weightDecay
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxNodes
  • limitSettings.maxTrials
  • limitSettings.timeout
  • limitSettings.trialTimeout
  • primaryMetric
  • searchSpace
  • maxNodes
  • maxTrials
  • 超時
  • trialTimeout
  • delayEvaluation
  • evaluationInterval
  • policyType
  • slackAmount
  • slackFactor
  • truncationPercentage
  • samplingAlgorithm
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • 模式
  • uri
  • properties.action.resources.jobType
  • properties.action.resources.autologgerSettings
  • properties.action.resources.autologgerSettings.mlflowAutologger
  • properties.action.resources.codeId
  • properties.action.resources.command
  • properties.action.resources.distribution
  • properties.action.resources.distribution.distributionType
  • properties.action.resources.distribution.processCountPerInstance
  • properties.action.resources.distribution.parameterServerCount
  • properties.action.resources.distribution.workerCount
  • properties.action.resources.environmentId
  • properties.action.resources.environmentVariables
  • properties.action.resources.environmentVariables。{自定義屬性}
  • properties.action.resources.inputs
  • properties.action.resources.inputs。{自定義屬性}
  • properties.action.resources.inputs.description
  • properties.action.resources.inputs.jobInputType
  • properties.action.resources.inputs.mode
  • properties.action.resources.inputs.uri
  • properties.action.resources.inputs.value
  • properties.action.limits
  • properties.action.limits.jobLimitsType
  • properties.action.limits.timeout
  • properties.action.outputs
  • properties.action.outputs。{自定義屬性}
  • properties.action.outputs.description
  • properties.action.outputs.jobOutputType
  • properties.action.outputs.assetName
  • properties.action.outputs.assetVersion
  • properties.action.outputs.mode
  • properties.action.outputs.uri
  • properties.queueSettings
  • properties.queueSettings.jobTier
  • properties.queueSettings.priority
  • properties.resources
  • properties.resources.dockerArgs
  • properties.resources.instanceCount
  • properties.resources.instanceType
  • properties.resources.locations
  • properties.jobs
  • properties.jobs。{自定義屬性}
  • properties.outputs
  • properties.outputs。{自定義屬性}
  • properties.outputs.description
  • properties.outputs.jobOutputType
  • properties.outputs.assetName
  • properties.outputs.assetVersion
  • properties.outputs.mode
  • properties.outputs.uri
  • 設置
  • sourceJobId
  • jobType
  • 檔案
  • archives.args
  • archives.codeId
  • archives.conf
  • archives.conf.{自定義屬性}
  • archives.entry
  • archives.entry.sparkJobEntryType
  • archives.entry.file
  • archives.entry.className
  • archives.environmentId
  • archives.files
  • archives.policyType
  • archives.slackAmount
  • archives.slackFactor
  • archives.truncationPercentage
  • 輸入
  • 輸入。{自定義屬性}
  • inputs.description
  • inputs.jobInputType
  • inputs.mode
  • inputs.uri
  • inputs.value
  • 限制
  • limits.jobLimitsType
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.timeout
  • limits.trialTimeout
  • 目的
  • objective.goal
  • objective.primaryMetric
  • 輸出
  • 輸出。{自定義屬性}
  • outputs.description
  • outputs.jobOutputType
  • outputs.assetName
  • outputs.assetVersion
  • outputs.mode
  • outputs.uri
  • queueSettings
  • queueSettings.jobTier
  • queueSettings.priority
  • samplingAlgorithm.samplingAlgorithmType
  • samplingAlgorithm.logbase
  • samplingAlgorithm.rule
  • samplingAlgorithm.seed
  • 試驗
  • trial.codeId
  • trial.command
  • trial.distribution
  • trial.distribution.distributionType
  • trial.distribution.processCountPerInstance
  • trial.distribution.parameterServerCount
  • trial.distribution.workerCount
  • trial.environmentId
  • trial.environmentVariables
  • trial.environmentVariables。{自定義屬性}
  • trial.resources
  • trial.resources.dockerArgs
  • trial.resources.instanceCount
  • trial.resources.instanceType
  • trial.resources.locations
  • trial.resources.assetName
  • trial.resources.assetVersion
  • trial.resources.mode
  • trial.resources.uri
  • trial.resources.jobOutputType

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.jobOutputType - 已移除值: 'mlflow_model' (必要) 'mltable' (必要) 'triton_model' (必要) 'uri_file' (必要) 'uri_folder' (必要)
  • properties.action.jobDefinition.services。{customized property}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.distribution.distributionType - 已新增值:'Ray'(必要)
  • properties.action.jobDefinition.services。{customized property}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.actionType - 已新增值:'CreateMonitor' (必要) - 已移除的值:'InvokeBatchEndpoint' (必要)
  • properties.trigger.triggerType - 已新增值:'Cron' (必要)

2023-02-01-preview

新增:

  • properties.action.jobDefinition.notificationSetting
  • properties.action.jobDefinition.notificationSetting.emailOn
  • properties.action.queueSettings
  • properties.action.queueSettings.jobTier
  • properties.action.queueSettings.priority
  • properties.action.resources
  • properties.action.resources.dockerArgs
  • properties.action.resources.instanceCount
  • properties.action.resources.instanceType
  • properties.action.resources.locations
  • properties.action.resources.locations.properties
  • properties.action.resources.locations.properties。{自定義屬性}
  • properties.action.resources.locations.shmSize
  • properties.action.resources.taskDetails
  • properties.action.resources.taskDetails.logVerbosity
  • properties.action.resources.taskDetails.targetColumnName
  • properties.action.resources.taskDetails.trainingData
  • properties.action.resources.taskDetails.trainingData.description
  • properties.action.resources.taskDetails.trainingData.jobInputType
  • properties.action.resources.taskDetails.trainingData.mode
  • properties.action.resources.taskDetails.trainingData.uri
  • properties.action.resources.taskDetails.taskType
  • properties.action.resources.taskDetails.cvSplitColumnNames
  • properties.action.resources.taskDetails.columnNameAndTypes
  • properties.action.resources.taskDetails.columnNameAndTypes。{自定義屬性}
  • properties.action.resources.taskDetails.datasetLanguage
  • properties.action.resources.taskDetails.enableDnnFeaturization
  • properties.action.resources.taskDetails.mode
  • properties.action.resources.taskDetails.transformerParams
  • properties.action.resources.taskDetails.transformerParams。{自定義屬性}
  • properties.action.resources.taskDetails.transformerParams.description
  • properties.action.resources.taskDetails.transformerParams.jobInputType
  • properties.action.resources.taskDetails.transformerParams.mode
  • properties.action.resources.taskDetails.transformerParams.uri
  • properties.action.resources.taskDetails.validationDataSize
  • properties.action.resources.taskDetails.weightColumnName
  • properties.action.resources.taskDetails.featurizationSettings
  • properties.action.resources.taskDetails.featurizationSettings.blockedTransformers
  • properties.action.resources.taskDetails.featurizationSettings.columnNameAndTypes
  • properties.action.resources.taskDetails.featurizationSettings.columnNameAndTypes。{自定義屬性}
  • properties.action.resources.taskDetails.featurizationSettings.datasetLanguage
  • properties.action.resources.taskDetails.featurizationSettings.enableDnnFeaturization
  • properties.action.resources.taskDetails.featurizationSettings.mode
  • properties.action.resources.taskDetails.featurizationSettings.transformerParams
  • properties.action.resources.taskDetails.featurizationSettings.transformerParams。{自定義屬性}
  • properties.action.resources.taskDetails.featurizationSettings.transformerParams.useStl
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.enableEarlyTermination
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.exitScore
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxConcurrentTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxCoresPerTrial
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxNodes
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.maxTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.sweepConcurrentTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.sweepTrials
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.timeout
  • properties.action.resources.taskDetails.featurizationSettings.limitSettings.trialTimeout
  • properties.action.resources.taskDetails.featurizationSettings.nCrossValidations
  • properties.action.resources.taskDetails.featurizationSettings.nCrossValidations.mode
  • properties.action.resources.taskDetails.featurizationSettings.nCrossValidations.value
  • properties.action.resources.taskDetails.featurizationSettings.primaryMetric
  • properties.action.resources.taskDetails.featurizationSettings.searchSpace
  • properties.action.resources.taskDetails.featurizationSettings.boostingType
  • properties.action.resources.taskDetails.featurizationSettings.growPolicy
  • properties.action.resources.taskDetails.featurizationSettings.learningRate
  • properties.action.resources.taskDetails.featurizationSettings.maxBin
  • properties.action.resources.taskDetails.featurizationSettings.maxDepth
  • properties.action.resources.taskDetails.featurizationSettings.maxLeaves
  • properties.action.resources.taskDetails.featurizationSettings.minDataInLeaf
  • properties.action.resources.taskDetails.featurizationSettings.minSplitGain
  • properties.action.resources.taskDetails.featurizationSettings.modelName
  • properties.action.resources.taskDetails.featurizationSettings.nEstimators
  • properties.action.resources.taskDetails.featurizationSettings.numLeaves
  • properties.action.resources.taskDetails.featurizationSettings.preprocessorName
  • properties.action.resources.taskDetails.featurizationSettings.regAlpha
  • properties.action.resources.taskDetails.featurizationSettings.regLambda
  • properties.action.resources.taskDetails.featurizationSettings.subsample
  • properties.action.resources.taskDetails.featurizationSettings.subsampleFreq
  • properties.action.resources.taskDetails.featurizationSettings.treeMethod
  • properties.action.resources.taskDetails.featurizationSettings.withMean
  • properties.action.resources.taskDetails.featurizationSettings.withStd
  • properties.action.resources.taskDetails.sweepSettings
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.delayEvaluation
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.evaluationInterval
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.policyType
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.slackAmount
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.slackFactor
  • properties.action.resources.taskDetails.sweepSettings.earlyTermination.truncationPercentage
  • properties.action.resources.taskDetails.sweepSettings.samplingAlgorithm
  • properties.action.resources.taskDetails.testData
  • properties.action.resources.taskDetails.testData.description
  • properties.action.resources.taskDetails.testData.jobInputType
  • properties.action.resources.taskDetails.testData.mode
  • properties.action.resources.taskDetails.testData.uri
  • properties.action.resources.taskDetails.testDataSize
  • properties.action.resources.taskDetails.trainingSettings
  • properties.action.resources.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.action.resources.taskDetails.trainingSettings.enableOnnxCompatibleModels
  • properties.action.resources.taskDetails.trainingSettings.enableStackEnsemble
  • properties.action.resources.taskDetails.trainingSettings.enableVoteEnsemble
  • properties.action.resources.taskDetails.trainingSettings.ensembleModelDownloadTimeout
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.action.resources.taskDetails.trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • properties.action.resources.taskDetails.trainingSettings.trainingMode
  • properties.action.resources.taskDetails.validationData
  • properties.action.resources.taskDetails.validationData.description
  • properties.action.resources.taskDetails.validationData.jobInputType
  • properties.action.resources.taskDetails.validationData.mode
  • properties.action.resources.taskDetails.validationData.uri
  • properties.action.resources.taskDetails.limitSettings
  • properties.action.resources.taskDetails.limitSettings.maxConcurrentTrials
  • properties.action.resources.taskDetails.limitSettings.maxTrials
  • properties.action.resources.taskDetails.limitSettings.timeout
  • properties.action.resources.taskDetails.modelSettings
  • properties.action.resources.taskDetails.modelSettings.advancedSettings
  • properties.action.resources.taskDetails.modelSettings.amsGradient
  • properties.action.resources.taskDetails.modelSettings.augmentations
  • properties.action.resources.taskDetails.modelSettings.beta1
  • properties.action.resources.taskDetails.modelSettings.beta2
  • properties.action.resources.taskDetails.modelSettings.checkpointFrequency
  • properties.action.resources.taskDetails.modelSettings.checkpointModel
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.description
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.jobInputType
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.mode
  • properties.action.resources.taskDetails.modelSettings.checkpointModel.uri
  • properties.action.resources.taskDetails.modelSettings.checkpointRunId
  • properties.action.resources.taskDetails.modelSettings.distributed
  • properties.action.resources.taskDetails.modelSettings.earlyStopping
  • properties.action.resources.taskDetails.modelSettings.earlyStoppingDelay
  • properties.action.resources.taskDetails.modelSettings.earlyStoppingPatience
  • properties.action.resources.taskDetails.modelSettings.enableOnnxNormalization
  • properties.action.resources.taskDetails.modelSettings.evaluationFrequency
  • properties.action.resources.taskDetails.modelSettings.gradientAccumulationStep
  • properties.action.resources.taskDetails.modelSettings.layersToFreeze
  • properties.action.resources.taskDetails.modelSettings.learningRate
  • properties.action.resources.taskDetails.modelSettings.learningRateScheduler
  • properties.action.resources.taskDetails.modelSettings.modelName
  • properties.action.resources.taskDetails.modelSettings.momentum
  • properties.action.resources.taskDetails.modelSettings.nesterov
  • properties.action.resources.taskDetails.modelSettings.numberOfEpochs
  • properties.action.resources.taskDetails.modelSettings.numberOfWorkers
  • properties.action.resources.taskDetails.modelSettings.optimizer
  • properties.action.resources.taskDetails.modelSettings.randomSeed
  • properties.action.resources.taskDetails.modelSettings.stepLRGamma
  • properties.action.resources.taskDetails.modelSettings.stepLRStepSize
  • properties.action.resources.taskDetails.modelSettings.trainingBatchSize
  • properties.action.resources.taskDetails.modelSettings.trainingCropSize
  • properties.action.resources.taskDetails.modelSettings.validationBatchSize
  • properties.action.resources.taskDetails.modelSettings.validationCropSize
  • properties.action.resources.taskDetails.modelSettings.validationResizeSize
  • properties.action.resources.taskDetails.modelSettings.warmupCosineLRCycles
  • properties.action.resources.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
  • properties.action.resources.taskDetails.modelSettings.weightDecay
  • properties.action.resources.taskDetails.modelSettings.weightedLoss
  • properties.action.resources.taskDetails.primaryMetric
  • properties.action.resources.taskDetails.searchSpace
  • properties.action.resources.taskDetails.stepLRGamma
  • properties.action.resources.taskDetails.stepLRStepSize
  • properties.action.resources.taskDetails.trainingBatchSize
  • properties.action.resources.taskDetails.trainingCropSize
  • properties.action.resources.taskDetails.validationBatchSize
  • properties.action.resources.taskDetails.validationCropSize
  • properties.action.resources.taskDetails.validationResizeSize
  • properties.action.resources.taskDetails.warmupCosineLRCycles
  • properties.action.resources.taskDetails.warmupCosineLRWarmupEpochs
  • properties.action.resources.taskDetails.weightDecay
  • properties.action.resources.taskDetails.weightedLoss
  • properties.action.resources.sweepSettings
  • properties.action.resources.sweepSettings.earlyTermination
  • properties.action.resources.sweepSettings.earlyTermination.delayEvaluation
  • properties.action.resources.sweepSettings.earlyTermination.evaluationInterval
  • properties.action.resources.sweepSettings.earlyTermination.policyType
  • properties.action.resources.sweepSettings.earlyTermination.slackAmount
  • properties.action.resources.sweepSettings.earlyTermination.slackFactor
  • properties.action.resources.sweepSettings.earlyTermination.truncationPercentage
  • properties.action.resources.sweepSettings.samplingAlgorithm
  • properties.action.resources.validationData
  • properties.action.resources.validationData.description
  • properties.action.resources.validationData.jobInputType
  • properties.action.resources.validationData.mode
  • properties.action.resources.validationData.uri
  • properties.action.resources.validationDataSize
  • properties.action.resources.taskType
  • properties.action.resources.limitSettings
  • properties.action.resources.limitSettings.maxConcurrentTrials
  • properties.action.resources.limitSettings.maxTrials
  • properties.action.resources.limitSettings.timeout
  • properties.action.resources.modelSettings
  • properties.action.resources.modelSettings.advancedSettings
  • properties.action.resources.modelSettings.amsGradient
  • properties.action.resources.modelSettings.augmentations
  • properties.action.resources.modelSettings.beta1
  • properties.action.resources.modelSettings.beta2
  • properties.action.resources.modelSettings.checkpointFrequency
  • properties.action.resources.modelSettings.checkpointModel
  • properties.action.resources.modelSettings.checkpointModel.description
  • properties.action.resources.modelSettings.checkpointModel.jobInputType
  • properties.action.resources.modelSettings.checkpointModel.mode
  • properties.action.resources.modelSettings.checkpointModel.uri
  • properties.action.resources.modelSettings.checkpointRunId
  • properties.action.resources.modelSettings.distributed
  • properties.action.resources.modelSettings.earlyStopping
  • properties.action.resources.modelSettings.earlyStoppingDelay
  • properties.action.resources.modelSettings.earlyStoppingPatience
  • properties.action.resources.modelSettings.enableOnnxNormalization
  • properties.action.resources.modelSettings.evaluationFrequency
  • properties.action.resources.modelSettings.gradientAccumulationStep
  • properties.action.resources.modelSettings.layersToFreeze
  • properties.action.resources.modelSettings.learningRate
  • properties.action.resources.modelSettings.learningRateScheduler
  • properties.action.resources.modelSettings.modelName
  • properties.action.resources.modelSettings.momentum
  • properties.action.resources.modelSettings.nesterov
  • properties.action.resources.modelSettings.numberOfEpochs
  • properties.action.resources.modelSettings.numberOfWorkers
  • properties.action.resources.modelSettings.optimizer
  • properties.action.resources.modelSettings.randomSeed
  • properties.action.resources.modelSettings.stepLRGamma
  • properties.action.resources.modelSettings.stepLRStepSize
  • properties.action.resources.modelSettings.trainingBatchSize
  • properties.action.resources.modelSettings.trainingCropSize
  • properties.action.resources.modelSettings.validationBatchSize
  • properties.action.resources.modelSettings.validationCropSize
  • properties.action.resources.modelSettings.validationResizeSize
  • properties.action.resources.modelSettings.warmupCosineLRCycles
  • properties.action.resources.modelSettings.warmupCosineLRWarmupEpochs
  • properties.action.resources.modelSettings.weightDecay
  • properties.action.resources.modelSettings.weightedLoss
  • properties.action.resources.primaryMetric
  • properties.action.resources.searchSpace
  • properties.action.resources.modelSettings.boxDetectionsPerImage
  • properties.action.resources.modelSettings.boxScoreThreshold
  • properties.action.resources.modelSettings.imageSize
  • properties.action.resources.modelSettings.maxSize
  • properties.action.resources.modelSettings.minSize
  • properties.action.resources.modelSettings.modelSize
  • properties.action.resources.modelSettings.multiScale
  • properties.action.resources.modelSettings.nmsIouThreshold
  • properties.action.resources.modelSettings.tileGridSize
  • properties.action.resources.modelSettings.tileOverlapRatio
  • properties.action.resources.modelSettings.tilePredictionsNmsThreshold
  • properties.action.resources.modelSettings.validationIouThreshold
  • properties.action.resources.modelSettings.validationMetricType
  • properties.action.resources.weightDecay
  • properties.action.sweepSettings
  • properties.action.sweepSettings.earlyTermination
  • properties.action.sweepSettings.earlyTermination.delayEvaluation
  • properties.action.sweepSettings.earlyTermination.evaluationInterval
  • properties.action.sweepSettings.earlyTermination.policyType
  • properties.action.sweepSettings.earlyTermination.slackAmount
  • properties.action.sweepSettings.earlyTermination.slackFactor
  • properties.action.sweepSettings.earlyTermination.truncationPercentage
  • properties.action.sweepSettings.samplingAlgorithm
  • properties.action.validationData
  • properties.action.validationData.description
  • properties.action.validationData.jobInputType
  • properties.action.validationData.mode
  • properties.action.validationData.uri
  • properties.action.validationDataSize
  • properties.action.taskType
  • properties.action.limitSettings
  • properties.action.limitSettings.maxConcurrentTrials
  • properties.action.limitSettings.maxTrials
  • properties.action.limitSettings.timeout
  • properties.action.modelSettings
  • properties.action.modelSettings.advancedSettings
  • properties.action.modelSettings.amsGradient
  • properties.action.modelSettings.augmentations
  • properties.action.modelSettings.beta1
  • properties.action.modelSettings.beta2
  • properties.action.modelSettings.boxDetectionsPerImage
  • properties.action.modelSettings.boxScoreThreshold
  • properties.action.modelSettings.checkpointFrequency
  • properties.action.modelSettings.checkpointModel
  • properties.action.modelSettings.checkpointModel.description
  • properties.action.modelSettings.checkpointModel.jobInputType
  • properties.action.modelSettings.checkpointModel.mode
  • properties.action.modelSettings.checkpointModel.uri
  • properties.action.modelSettings.checkpointRunId
  • properties.action.modelSettings.distributed
  • properties.action.modelSettings.earlyStopping
  • properties.action.modelSettings.earlyStoppingDelay
  • properties.action.modelSettings.earlyStoppingPatience
  • properties.action.modelSettings.enableOnnxNormalization
  • properties.action.modelSettings.evaluationFrequency
  • properties.action.modelSettings.gradientAccumulationStep
  • properties.action.modelSettings.imageSize
  • properties.action.modelSettings.layersToFreeze
  • properties.action.modelSettings.learningRate
  • properties.action.modelSettings.learningRateScheduler
  • properties.action.modelSettings.maxSize
  • properties.action.modelSettings.minSize
  • properties.action.modelSettings.modelName
  • properties.action.modelSettings.modelSize
  • properties.action.modelSettings.momentum
  • properties.action.modelSettings.multiScale
  • properties.action.modelSettings.nesterov
  • properties.action.modelSettings.nmsIouThreshold
  • properties.action.modelSettings.numberOfEpochs
  • properties.action.modelSettings.numberOfWorkers
  • properties.action.modelSettings.optimizer
  • properties.action.modelSettings.randomSeed
  • properties.action.modelSettings.stepLRGamma
  • properties.action.modelSettings.stepLRStepSize
  • properties.action.modelSettings.tileGridSize
  • properties.action.modelSettings.tileOverlapRatio
  • properties.action.modelSettings.tilePredictionsNmsThreshold
  • properties.action.modelSettings.trainingBatchSize
  • properties.action.modelSettings.validationBatchSize
  • properties.action.modelSettings.validationIouThreshold
  • properties.action.modelSettings.validationMetricType
  • properties.action.modelSettings.warmupCosineLRCycles
  • properties.action.modelSettings.warmupCosineLRWarmupEpochs
  • properties.action.modelSettings.weightDecay
  • properties.action.primaryMetric
  • properties.action.searchSpace
  • properties.action.weightDecay
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.samplingAlgorithm
  • properties.uri
  • trainingSettings.jobInputType
  • trainingSettings.mode
  • trainingSettings.uri
  • weightColumnName
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • fixedParameters
  • fixedParameters.gradientAccumulationSteps
  • fixedParameters.learningRate
  • fixedParameters.learningRateScheduler
  • fixedParameters.modelName
  • fixedParameters.numberOfEpochs
  • fixedParameters.trainingBatchSize
  • fixedParameters.validationBatchSize
  • fixedParameters.warmupRatio
  • fixedParameters.weightDecay
  • maxNodes
  • maxTrials
  • delayEvaluation
  • evaluationInterval
  • policyType
  • slackAmount
  • slackFactor
  • truncationPercentage
  • 模式
  • uri
  • properties.action.resources.jobType
  • properties.action.resources.autologgerSettings
  • properties.action.resources.autologgerSettings.mlflowAutologger
  • properties.action.resources.codeId
  • properties.action.resources.command
  • properties.action.resources.distribution
  • properties.action.resources.distribution.distributionType
  • properties.action.resources.distribution.processCountPerInstance
  • properties.action.resources.distribution.parameterServerCount
  • properties.action.resources.distribution.workerCount
  • properties.action.resources.environmentId
  • properties.action.resources.environmentVariables
  • properties.action.resources.environmentVariables。{自定義屬性}
  • properties.action.resources.inputs
  • properties.action.resources.inputs。{自定義屬性}
  • properties.action.resources.inputs.description
  • properties.action.resources.inputs.jobInputType
  • properties.action.resources.inputs.mode
  • properties.action.resources.inputs.uri
  • properties.action.resources.inputs.value
  • properties.action.limits
  • properties.action.limits.jobLimitsType
  • properties.action.limits.timeout
  • properties.queueSettings
  • properties.queueSettings.jobTier
  • properties.queueSettings.priority
  • properties.resources.locations
  • properties.jobs
  • properties.jobs。{自定義屬性}
  • properties.outputs
  • properties.outputs。{自定義屬性}
  • properties.outputs.description
  • properties.outputs.jobOutputType
  • properties.outputs.assetName
  • properties.outputs.assetVersion
  • properties.outputs.mode
  • properties.outputs.uri
  • archives.args
  • archives.codeId
  • archives.conf
  • archives.conf.{自定義屬性}
  • archives.entry
  • archives.entry.sparkJobEntryType
  • archives.entry.file
  • archives.entry.className
  • archives.environmentId
  • archives.files
  • archives.policyType
  • archives.slackAmount
  • archives.slackFactor
  • archives.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout
  • queueSettings
  • queueSettings.jobTier
  • queueSettings.priority
  • trial.resources.locations
  • trial.resources.assetName
  • trial.resources.assetVersion
  • trial.resources.mode
  • trial.resources.uri
  • trial.resources.jobOutputType
  • properties.trigger.schedule.|emailOn |在指定的通知類型上傳送電子郵件通知給使用者 |包含任何的字串數位

刪除:

  • properties.action.jobDefinition.properties
  • properties.action.jobDefinition.properties。{自定義屬性}
  • properties.action.jobDefinition.services
  • properties.action.jobDefinition.services。{自定義屬性}
  • 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。{自定義屬性}
  • properties.action.tags
  • properties.action.jobType
  • properties.action.environmentId
  • properties.action.environmentVariables
  • properties.action.environmentVariables。{自定義屬性}
  • properties.resources.properties
  • properties.resources.properties。{自定義屬性}
  • 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.testDataSize
  • properties.taskDetails.trainingSettings
  • properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.stackMetaLearnerTrainPercentage
  • properties.taskDetails.trainingSettings.stackMetaLearnerType
  • properties.taskDetails.trainingMode
  • properties.weightColumnName
  • properties.forecastHorizon
  • properties.forecastHorizon.mode
  • properties.forecastHorizon.value
  • properties.frequency
  • properties.seasonality
  • properties.seasonality.mode
  • properties.seasonality.value
  • properties.shortSeriesHandlingConfig
  • properties.targetAggregateFunction
  • properties.targetLags
  • properties.targetLags.mode
  • properties.targetLags.values
  • properties.targetRollingWindowSize
  • properties.targetRollingWindowSize.mode
  • properties.targetRollingWindowSize.value
  • properties.timeColumnName
  • properties.timeSeriesIdColumnNames
  • properties.useStl
  • limitSettings.enableEarlyTermination
  • limitSettings.exitScore
  • limitSettings.maxCoresPerTrial
  • limitSettings.sweepConcurrentTrials
  • limitSettings.sweepTrials
  • nCrossValidations
  • nCrossValidations.mode
  • nCrossValidations.value
  • modelName
  • nEstimators
  • numLeaves
  • preprocessorName
  • regAlpha
  • regLambda
  • subsample
  • subsampleFreq
  • treeMethod
  • withMean
  • withStd
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • testData
  • testData.description
  • testData.jobInputType
  • testData.mode
  • testData.uri
  • trainingSettings.amsGradient
  • trainingSettings.augmentations
  • trainingSettings.beta1
  • trainingSettings.beta2
  • trainingSettings.checkpointFrequency
  • trainingSettings.checkpointModel
  • trainingSettings.checkpointModel.description
  • trainingSettings.checkpointModel.jobInputType
  • trainingSettings.checkpointModel.mode
  • trainingSettings.checkpointModel.uri
  • trainingSettings.checkpointRunId
  • trainingSettings.distributed
  • trainingSettings.earlyStopping
  • trainingSettings.earlyStoppingDelay
  • trainingSettings.earlyStoppingPatience
  • trainingSettings.enableOnnxNormalization
  • trainingSettings.evaluationFrequency
  • trainingSettings.gradientAccumulationStep
  • trainingSettings.layersToFreeze
  • trainingSettings.learningRate
  • trainingSettings.learningRateScheduler
  • trainingSettings.modelName
  • trainingSettings.momentum
  • trainingSettings.nesterov
  • trainingSettings.numberOfEpochs
  • trainingSettings.numberOfWorkers
  • trainingSettings.optimizer
  • trainingSettings.randomSeed
  • trainingSettings.stepLRGamma
  • trainingSettings.stepLRStepSize
  • trainingSettings.trainingBatchSize
  • trainingSettings.trainingCropSize
  • trainingSettings.validationBatchSize
  • trainingSettings.validationCropSize
  • trainingSettings.validationResizeSize
  • trainingSettings.warmupCosineLRCycles
  • trainingSettings.warmupCosineLRWarmupEpochs
  • trainingSettings.weightDecay
  • trainingSettings.weightedLoss
  • searchSpace.amsGradient
  • searchSpace.augmentations
  • searchSpace.beta1
  • searchSpace.beta2
  • searchSpace.distributed
  • searchSpace.earlyStopping
  • searchSpace.earlyStoppingDelay
  • searchSpace.earlyStoppingPatience
  • searchSpace.enableOnnxNormalization
  • searchSpace.evaluationFrequency
  • searchSpace.gradientAccumulationStep
  • searchSpace.layersToFreeze
  • searchSpace.learningRate
  • searchSpace.learningRateScheduler
  • searchSpace.modelName
  • searchSpace.momentum
  • searchSpace.nesterov
  • searchSpace.numberOfEpochs
  • searchSpace.numberOfWorkers
  • searchSpace.optimizer
  • searchSpace.randomSeed
  • searchSpace.stepLRGamma
  • searchSpace.stepLRStepSize
  • searchSpace.trainingBatchSize
  • searchSpace.trainingCropSize
  • searchSpace.validationBatchSize
  • searchSpace.validationCropSize
  • searchSpace.validationResizeSize
  • searchSpace.warmupCosineLRCycles
  • searchSpace.warmupCosineLRWarmupEpochs
  • searchSpace.weightDecay
  • searchSpace.weightedLoss
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.modelName
  • modelSettings.momentum
  • modelSettings.nesterov
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.trainingBatchSize
  • modelSettings.trainingCropSize
  • modelSettings.validationBatchSize
  • modelSettings.validationCropSize
  • modelSettings.validationResizeSize
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • modelSettings.weightedLoss
  • validationResizeSize
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • weightedLoss
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.imageSize
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelSize
  • modelSettings.multiScale
  • modelSettings.nmsIouThreshold
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • minSize
  • modelSize
  • 動量
  • multiScale
  • nesterov
  • nmsIouThreshold
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • trainingBatchSize
  • validationBatchSize
  • validationIouThreshold
  • validationMetricType
  • cvSplitColumnNames
  • trainingSettings.blockedTrainingAlgorithms
  • trainingSettings.blockedTrainingAlgorithms.enableDnnTraining
  • trainingSettings.blockedTrainingAlgorithms.enableModelExplainability
  • trainingSettings.blockedTrainingAlgorithms.enableOnnxCompatibleModels
  • trainingSettings.blockedTrainingAlgorithms.enableStackEnsemble
  • trainingSettings.blockedTrainingAlgorithms.enableVoteEnsemble
  • trainingSettings.blockedTrainingAlgorithms.ensembleModelDownloadTimeout
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerKWargs
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerType
  • trainingSettings.blockedTrainingAlgorithms.trainingMode
  • trainingSettings.validationData
  • trainingSettings.validationData.description
  • trainingSettings.validationData.jobInputType
  • trainingSettings.validationData.mode
  • trainingSettings.validationData.uri
  • trainingSettings.validationDataSize
  • trainingSettings.weightColumnName
  • trainingSettings.taskType
  • trainingSettings.featurizationSettings
  • trainingSettings.featurizationSettings.datasetLanguage
  • trainingSettings.fixedParameters
  • trainingSettings.fixedParameters.gradientAccumulationSteps
  • trainingSettings.fixedParameters.learningRate
  • trainingSettings.fixedParameters.learningRateScheduler
  • trainingSettings.fixedParameters.modelName
  • trainingSettings.fixedParameters.numberOfEpochs
  • trainingSettings.fixedParameters.trainingBatchSize
  • trainingSettings.fixedParameters.validationBatchSize
  • trainingSettings.fixedParameters.warmupRatio
  • trainingSettings.fixedParameters.weightDecay
  • trainingSettings.limitSettings
  • trainingSettings.limitSettings.maxConcurrentTrials
  • trainingSettings.limitSettings.maxNodes
  • trainingSettings.limitSettings.maxTrials
  • trainingSettings.limitSettings.timeout
  • trainingSettings.limitSettings.trialTimeout
  • trainingSettings.primaryMetric
  • trainingSettings.searchSpace
  • trainingSettings.warmupRatio
  • properties.jobType
  • properties.autologgerSettings
  • properties.autologgerSettings.mlflowAutologger
  • properties.codeId
  • properties.command
  • properties.distribution
  • properties.distribution.distributionType
  • properties.distribution.processCountPerInstance
  • properties.distribution.parameterServerCount
  • properties.distribution.workerCount
  • properties.environmentId
  • properties.environmentVariables
  • properties.environmentVariables。{自定義屬性}
  • properties.inputs
  • properties.inputs。{自定義屬性}
  • properties.inputs.description
  • properties.inputs.jobInputType
  • properties.inputs.mode
  • properties.inputs.uri
  • properties.inputs.value
  • 資源
  • resources.dockerArgs
  • resources.instanceCount
  • resources.instanceType
  • resources.properties
  • resources.properties。{自定義屬性}
  • resources.shmSize
  • dataConfiguration
  • dataConfiguration.dataId
  • dataConfiguration.incrementalDataRefresh
  • jobInstructions
  • jobInstructions.uri
  • labelCategories
  • labelCategories。{自定義屬性}
  • labelCategories.classes
  • labelCategories.classes。{自定義屬性}
  • labelCategories.classes.displayName
  • labelCategories.classes.subclasses
  • labelCategories.classes.subclasses。{自定義屬性}
  • labelCategories.displayName
  • labelCategories.multiSelect
  • labelingJobMediaProperties
  • labelingJobMediaProperties.mediaType
  • labelingJobMediaProperties.annotationType
  • mlAssistConfiguration
  • mlAssistConfiguration.mlAssist
  • mlAssistConfiguration.inferencingComputeBinding
  • mlAssistConfiguration.trainingComputeBinding
  • 工作
  • 工作。{自定義屬性}
  • maxConcurrentTrials
  • maxTotalTrials
  • trial.resources.properties
  • trial.resources.properties。{自定義屬性}
  • trial.resources.shmSize
  • properties.actionType
  • properties.endpointInvocationDefinition

2022-12-01-preview

新增:

  • properties.action.jobDefinition.services.nodes
  • properties.action.jobDefinition.services.nodes.nodesValueType
  • properties.action.outputs.assetName
  • properties.action.outputs.assetVersion
  • properties.taskDetails.testDataSize
  • properties.taskDetails.trainingSettings
  • properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.stackMetaLearnerTrainPercentage
  • properties.taskDetails.trainingSettings.stackMetaLearnerType
  • properties.taskDetails.trainingMode
  • properties.weightColumnName
  • properties.forecastHorizon
  • properties.forecastHorizon.mode
  • properties.forecastHorizon.value
  • properties.frequency
  • properties.seasonality
  • properties.seasonality.mode
  • properties.seasonality.value
  • properties.shortSeriesHandlingConfig
  • properties.targetAggregateFunction
  • properties.targetLags
  • properties.targetLags.mode
  • properties.targetLags.values
  • properties.targetRollingWindowSize
  • properties.targetRollingWindowSize.mode
  • properties.targetRollingWindowSize.value
  • properties.timeColumnName
  • properties.timeSeriesIdColumnNames
  • properties.useStl
  • limitSettings
  • limitSettings.enableEarlyTermination
  • limitSettings.exitScore
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxCoresPerTrial
  • limitSettings.maxNodes
  • limitSettings.maxTrials
  • limitSettings.sweepConcurrentTrials
  • limitSettings.sweepTrials
  • limitSettings.timeout
  • limitSettings.trialTimeout
  • nCrossValidations
  • nCrossValidations.mode
  • nCrossValidations.value
  • primaryMetric
  • modelName
  • nEstimators
  • numLeaves
  • preprocessorName
  • regAlpha
  • regLambda
  • subsample
  • subsampleFreq
  • treeMethod
  • withMean
  • withStd
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • testData
  • testData.description
  • testData.jobInputType
  • testData.mode
  • testData.uri
  • testDataSize
  • trainingSettings
  • trainingSettings.allowedTrainingAlgorithms
  • trainingSettings.amsGradient
  • trainingSettings.augmentations
  • trainingSettings.beta1
  • trainingSettings.beta2
  • trainingSettings.checkpointFrequency
  • trainingSettings.checkpointModel
  • trainingSettings.checkpointModel.description
  • trainingSettings.checkpointModel.jobInputType
  • trainingSettings.checkpointModel.mode
  • trainingSettings.checkpointModel.uri
  • trainingSettings.checkpointRunId
  • trainingSettings.distributed
  • trainingSettings.earlyStopping
  • trainingSettings.earlyStoppingDelay
  • trainingSettings.earlyStoppingPatience
  • trainingSettings.enableOnnxNormalization
  • trainingSettings.evaluationFrequency
  • trainingSettings.gradientAccumulationStep
  • trainingSettings.layersToFreeze
  • trainingSettings.learningRate
  • trainingSettings.learningRateScheduler
  • trainingSettings.modelName
  • trainingSettings.momentum
  • trainingSettings.nesterov
  • trainingSettings.numberOfEpochs
  • trainingSettings.numberOfWorkers
  • trainingSettings.optimizer
  • trainingSettings.randomSeed
  • trainingSettings.stepLRGamma
  • trainingSettings.stepLRStepSize
  • trainingSettings.trainingBatchSize
  • trainingSettings.trainingCropSize
  • trainingSettings.validationBatchSize
  • trainingSettings.validationCropSize
  • trainingSettings.validationResizeSize
  • trainingSettings.warmupCosineLRCycles
  • trainingSettings.warmupCosineLRWarmupEpochs
  • trainingSettings.weightDecay
  • trainingSettings.weightedLoss
  • searchSpace.amsGradient
  • searchSpace.augmentations
  • searchSpace.beta1
  • searchSpace.beta2
  • searchSpace.distributed
  • searchSpace.earlyStopping
  • searchSpace.earlyStoppingDelay
  • searchSpace.earlyStoppingPatience
  • searchSpace.enableOnnxNormalization
  • searchSpace.evaluationFrequency
  • searchSpace.gradientAccumulationStep
  • searchSpace.layersToFreeze
  • searchSpace.learningRate
  • searchSpace.learningRateScheduler
  • searchSpace.modelName
  • searchSpace.momentum
  • searchSpace.nesterov
  • searchSpace.numberOfEpochs
  • searchSpace.numberOfWorkers
  • searchSpace.optimizer
  • searchSpace.randomSeed
  • searchSpace.stepLRGamma
  • searchSpace.stepLRStepSize
  • searchSpace.trainingBatchSize
  • searchSpace.trainingCropSize
  • searchSpace.validationBatchSize
  • searchSpace.validationCropSize
  • searchSpace.validationResizeSize
  • searchSpace.warmupCosineLRCycles
  • searchSpace.warmupCosineLRWarmupEpochs
  • searchSpace.weightDecay
  • searchSpace.weightedLoss
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.modelName
  • modelSettings.momentum
  • modelSettings.nesterov
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.trainingBatchSize
  • modelSettings.trainingCropSize
  • modelSettings.validationBatchSize
  • modelSettings.validationCropSize
  • modelSettings.validationResizeSize
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • modelSettings.weightedLoss
  • validationResizeSize
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • weightedLoss
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.imageSize
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelSize
  • modelSettings.multiScale
  • modelSettings.nmsIouThreshold
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • minSize
  • modelSize
  • 動量
  • multiScale
  • nesterov
  • nmsIouThreshold
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • trainingBatchSize
  • validationBatchSize
  • validationIouThreshold
  • validationMetricType
  • cvSplitColumnNames
  • trainingSettings.blockedTrainingAlgorithms
  • trainingSettings.blockedTrainingAlgorithms.enableDnnTraining
  • trainingSettings.blockedTrainingAlgorithms.enableModelExplainability
  • trainingSettings.blockedTrainingAlgorithms.enableOnnxCompatibleModels
  • trainingSettings.blockedTrainingAlgorithms.enableStackEnsemble
  • trainingSettings.blockedTrainingAlgorithms.enableVoteEnsemble
  • trainingSettings.blockedTrainingAlgorithms.ensembleModelDownloadTimeout
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerKWargs
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerType
  • trainingSettings.blockedTrainingAlgorithms.trainingMode
  • trainingSettings.validationData
  • trainingSettings.validationData.description
  • trainingSettings.validationData.jobInputType
  • trainingSettings.validationData.mode
  • trainingSettings.validationData.uri
  • trainingSettings.validationDataSize
  • trainingSettings.weightColumnName
  • trainingSettings.taskType
  • trainingSettings.featurizationSettings
  • trainingSettings.featurizationSettings.datasetLanguage
  • trainingSettings.fixedParameters
  • trainingSettings.fixedParameters.gradientAccumulationSteps
  • trainingSettings.fixedParameters.learningRate
  • trainingSettings.fixedParameters.learningRateScheduler
  • trainingSettings.fixedParameters.modelName
  • trainingSettings.fixedParameters.numberOfEpochs
  • trainingSettings.fixedParameters.trainingBatchSize
  • trainingSettings.fixedParameters.validationBatchSize
  • trainingSettings.fixedParameters.warmupRatio
  • trainingSettings.fixedParameters.weightDecay
  • trainingSettings.limitSettings
  • trainingSettings.limitSettings.maxConcurrentTrials
  • trainingSettings.limitSettings.maxNodes
  • trainingSettings.limitSettings.maxTrials
  • trainingSettings.limitSettings.timeout
  • trainingSettings.limitSettings.trialTimeout
  • trainingSettings.primaryMetric
  • trainingSettings.searchSpace
  • trainingSettings.warmupRatio
  • properties.autologgerSettings
  • properties.autologgerSettings.mlflowAutologger
  • outputs.assetName
  • outputs.assetVersion
  • dataConfiguration
  • dataConfiguration.dataId
  • dataConfiguration.incrementalDataRefresh
  • jobInstructions
  • jobInstructions.uri
  • labelCategories
  • labelCategories。{自定義屬性}
  • labelCategories.classes
  • labelCategories.classes。{自定義屬性}
  • labelCategories.classes.displayName
  • labelCategories.classes.subclasses
  • labelCategories.classes.subclasses。{自定義屬性}
  • labelCategories.displayName
  • labelCategories.multiSelect
  • labelingJobMediaProperties
  • labelingJobMediaProperties.mediaType
  • labelingJobMediaProperties.annotationType
  • mlAssistConfiguration
  • mlAssistConfiguration.mlAssist
  • mlAssistConfiguration.inferencingComputeBinding
  • mlAssistConfiguration.trainingComputeBinding
  • 檔案
  • maxConcurrentTrials
  • maxTotalTrials
  • 超時
  • trialTimeout
  • samplingAlgorithm.logbase
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |file |[必要]作業進入點的相對 Python 檔案路徑。 |字串 (必要)

    約束
  • |className |[必要]做為進入點的 Scala 類別名稱。 |字串 (必要)

    約束

刪除:

  • properties.taskDetails.cvSplitColumnNames.featurizationSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.blockedTransformers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.countryOrRegionForHolidays
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.cvStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.featureLags
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.frequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.shortSeriesHandlingConfig
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetAggregateFunction
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.values
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.timeColumnName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.timeSeriesIdColumnNames
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.testDataSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.taskType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.searchSpace
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.delayEvaluation
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.evaluationInterval
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.policyType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.slackAmount
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.slackFactor
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.truncationPercentage
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.samplingAlgorithm
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationDataSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.taskType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.searchSpace
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.sweepSettings
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.delayEvaluation
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.evaluationInterval
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.policyType
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.slackAmount
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.slackFactor
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.truncationPercentage
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.samplingAlgorithm
  • properties.taskDetails.cvSplitColumnNames.validationData
  • properties.taskDetails.cvSplitColumnNames.validationData.description
  • properties.taskDetails.cvSplitColumnNames.validationData.jobInputType
  • properties.taskDetails.cvSplitColumnNames.validationData.mode
  • properties.taskDetails.cvSplitColumnNames.validationData.uri
  • properties.taskDetails.cvSplitColumnNames.validationDataSize
  • properties.taskDetails.cvSplitColumnNames.taskType
  • properties.taskDetails.cvSplitColumnNames.limitSettings
  • properties.taskDetails.cvSplitColumnNames.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.modelSettings
  • properties.taskDetails.cvSplitColumnNames.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.modelSettings.boxDetectionsPerImage
  • properties.taskDetails.cvSplitColumnNames.modelSettings.boxScoreThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.modelSettings.imageSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.modelSettings.maxSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.minSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.modelSettings.modelSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.modelSettings.multiScale
  • properties.taskDetails.cvSplitColumnNames.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.modelSettings.nmsIouThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tileGridSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tileOverlapRatio
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tilePredictionsNmsThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationIouThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationMetricType
  • properties.taskDetails.cvSplitColumnNames.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.searchSpace
  • properties.taskDetails.cvSplitColumnNames.minSize
  • properties.taskDetails.cvSplitColumnNames.modelName
  • properties.taskDetails.cvSplitColumnNames.modelSize
  • properties.taskDetails.cvSplitColumnNames.momentum
  • properties.taskDetails.cvSplitColumnNames.multiScale
  • properties.taskDetails.cvSplitColumnNames.nesterov
  • properties.taskDetails.cvSplitColumnNames.nmsIouThreshold
  • properties.taskDetails.cvSplitColumnNames.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.optimizer
  • properties.taskDetails.cvSplitColumnNames.randomSeed
  • properties.taskDetails.cvSplitColumnNames.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.tileGridSize
  • properties.taskDetails.cvSplitColumnNames.tileOverlapRatio
  • properties.taskDetails.cvSplitColumnNames.tilePredictionsNmsThreshold
  • properties.taskDetails.cvSplitColumnNames.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.validationIouThreshold
  • properties.taskDetails.cvSplitColumnNames.validationMetricType
  • properties.taskDetails.cvSplitColumnNames.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.weightDecay
  • 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.validationData
  • properties.taskDetails.validationData.description
  • properties.taskDetails.validationData.jobInputType
  • properties.taskDetails.validationData.mode
  • properties.taskDetails.validationData.uri
  • properties.taskDetails.validationDataSize
  • properties.taskDetails.limitSettings
  • properties.taskDetails.limitSettings.maxConcurrentTrials
  • properties.taskDetails.limitSettings.maxTrials
  • properties.taskDetails.limitSettings.timeout
  • 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.boxDetectionsPerImage
  • properties.taskDetails.modelSettings.boxScoreThreshold
  • 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.imageSize
  • properties.taskDetails.modelSettings.layersToFreeze
  • properties.taskDetails.modelSettings.learningRate
  • properties.taskDetails.modelSettings.learningRateScheduler
  • properties.taskDetails.modelSettings.maxSize
  • properties.taskDetails.modelSettings.minSize
  • properties.taskDetails.modelSettings.modelName
  • properties.taskDetails.modelSettings.modelSize
  • properties.taskDetails.modelSettings.momentum
  • properties.taskDetails.modelSettings.multiScale
  • properties.taskDetails.modelSettings.nesterov
  • properties.taskDetails.modelSettings.nmsIouThreshold
  • 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.tileGridSize
  • properties.taskDetails.modelSettings.tileOverlapRatio
  • properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
  • properties.taskDetails.modelSettings.trainingBatchSize
  • properties.taskDetails.modelSettings.validationBatchSize
  • properties.taskDetails.modelSettings.validationIouThreshold
  • properties.taskDetails.modelSettings.validationMetricType
  • properties.taskDetails.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.modelSettings.weightDecay
  • properties.taskDetails.primaryMetric
  • properties.taskDetails.searchSpace
  • properties.taskDetails.minSize
  • properties.taskDetails.modelName
  • properties.taskDetails.modelSize
  • properties.taskDetails.momentum
  • properties.taskDetails.multiScale
  • properties.taskDetails.nesterov
  • properties.taskDetails.nmsIouThreshold
  • properties.taskDetails.numberOfEpochs
  • properties.taskDetails.numberOfWorkers
  • properties.taskDetails.optimizer
  • properties.taskDetails.randomSeed
  • properties.taskDetails.stepLRGamma
  • properties.taskDetails.stepLRStepSize
  • properties.taskDetails.tileGridSize
  • properties.taskDetails.tileOverlapRatio
  • properties.taskDetails.tilePredictionsNmsThreshold
  • properties.taskDetails.trainingBatchSize
  • properties.taskDetails.validationBatchSize
  • properties.taskDetails.validationIouThreshold
  • properties.taskDetails.validationMetricType
  • properties.taskDetails.warmupCosineLRCycles
  • properties.taskDetails.warmupCosineLRWarmupEpochs
  • properties.taskDetails.weightDecay
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.samplingAlgorithm
  • properties.featurizationSettings
  • properties.featurizationSettings.datasetLanguage
  • properties.limitSettings
  • properties.limitSettings.maxConcurrentTrials
  • properties.limitSettings.maxTrials
  • properties.limitSettings.timeout
  • properties.primaryMetric
  • earlyTermination
  • earlyTermination.delayEvaluation
  • earlyTermination.evaluationInterval
  • earlyTermination.policyType
  • earlyTermination.slackAmount
  • earlyTermination.slackFactor
  • earlyTermination.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.mode - 已新增值: 'Direct'
  • properties.trigger.triggerType - 已新增值:'Cron' - 已移除的值: 'Cron' (必要)

2022-10-01

新增:

  • properties.taskDetails.cvSplitColumnNames.featurizationSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.blockedTransformers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.countryOrRegionForHolidays
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.cvStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.featureLags
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.frequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.shortSeriesHandlingConfig
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetAggregateFunction
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.values
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.timeColumnName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.timeSeriesIdColumnNames
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.testDataSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.taskType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.searchSpace
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.delayEvaluation
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.evaluationInterval
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.policyType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.slackAmount
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.slackFactor
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.truncationPercentage
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.samplingAlgorithm
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationDataSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.taskType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.searchSpace
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.sweepSettings
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.delayEvaluation
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.evaluationInterval
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.policyType
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.slackAmount
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.slackFactor
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.truncationPercentage
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.samplingAlgorithm
  • properties.taskDetails.cvSplitColumnNames.validationData
  • properties.taskDetails.cvSplitColumnNames.validationData.description
  • properties.taskDetails.cvSplitColumnNames.validationData.jobInputType
  • properties.taskDetails.cvSplitColumnNames.validationData.mode
  • properties.taskDetails.cvSplitColumnNames.validationData.uri
  • properties.taskDetails.cvSplitColumnNames.validationDataSize
  • properties.taskDetails.cvSplitColumnNames.taskType
  • properties.taskDetails.cvSplitColumnNames.limitSettings
  • properties.taskDetails.cvSplitColumnNames.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.modelSettings
  • properties.taskDetails.cvSplitColumnNames.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.modelSettings.boxDetectionsPerImage
  • properties.taskDetails.cvSplitColumnNames.modelSettings.boxScoreThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.modelSettings.imageSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.modelSettings.maxSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.minSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.modelSettings.modelSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.modelSettings.multiScale
  • properties.taskDetails.cvSplitColumnNames.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.modelSettings.nmsIouThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tileGridSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tileOverlapRatio
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tilePredictionsNmsThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationIouThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationMetricType
  • properties.taskDetails.cvSplitColumnNames.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.searchSpace
  • properties.taskDetails.cvSplitColumnNames.minSize
  • properties.taskDetails.cvSplitColumnNames.modelName
  • properties.taskDetails.cvSplitColumnNames.modelSize
  • properties.taskDetails.cvSplitColumnNames.momentum
  • properties.taskDetails.cvSplitColumnNames.multiScale
  • properties.taskDetails.cvSplitColumnNames.nesterov
  • properties.taskDetails.cvSplitColumnNames.nmsIouThreshold
  • properties.taskDetails.cvSplitColumnNames.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.optimizer
  • properties.taskDetails.cvSplitColumnNames.randomSeed
  • properties.taskDetails.cvSplitColumnNames.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.tileGridSize
  • properties.taskDetails.cvSplitColumnNames.tileOverlapRatio
  • properties.taskDetails.cvSplitColumnNames.tilePredictionsNmsThreshold
  • properties.taskDetails.cvSplitColumnNames.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.validationIouThreshold
  • properties.taskDetails.cvSplitColumnNames.validationMetricType
  • properties.taskDetails.cvSplitColumnNames.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.weightDecay
  • 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.validationData
  • properties.taskDetails.validationData.description
  • properties.taskDetails.validationData.jobInputType
  • properties.taskDetails.validationData.mode
  • properties.taskDetails.validationData.uri
  • properties.taskDetails.validationDataSize
  • properties.taskDetails.limitSettings
  • properties.taskDetails.limitSettings.maxConcurrentTrials
  • properties.taskDetails.limitSettings.maxTrials
  • properties.taskDetails.limitSettings.timeout
  • 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.boxDetectionsPerImage
  • properties.taskDetails.modelSettings.boxScoreThreshold
  • 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.imageSize
  • properties.taskDetails.modelSettings.layersToFreeze
  • properties.taskDetails.modelSettings.learningRate
  • properties.taskDetails.modelSettings.learningRateScheduler
  • properties.taskDetails.modelSettings.maxSize
  • properties.taskDetails.modelSettings.minSize
  • properties.taskDetails.modelSettings.modelName
  • properties.taskDetails.modelSettings.modelSize
  • properties.taskDetails.modelSettings.momentum
  • properties.taskDetails.modelSettings.multiScale
  • properties.taskDetails.modelSettings.nesterov
  • properties.taskDetails.modelSettings.nmsIouThreshold
  • 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.tileGridSize
  • properties.taskDetails.modelSettings.tileOverlapRatio
  • properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
  • properties.taskDetails.modelSettings.trainingBatchSize
  • properties.taskDetails.modelSettings.validationBatchSize
  • properties.taskDetails.modelSettings.validationIouThreshold
  • properties.taskDetails.modelSettings.validationMetricType
  • properties.taskDetails.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.modelSettings.weightDecay
  • properties.taskDetails.primaryMetric
  • properties.taskDetails.searchSpace
  • properties.taskDetails.minSize
  • properties.taskDetails.modelName
  • properties.taskDetails.modelSize
  • properties.taskDetails.momentum
  • properties.taskDetails.multiScale
  • properties.taskDetails.nesterov
  • properties.taskDetails.nmsIouThreshold
  • properties.taskDetails.numberOfEpochs
  • properties.taskDetails.numberOfWorkers
  • properties.taskDetails.optimizer
  • properties.taskDetails.randomSeed
  • properties.taskDetails.stepLRGamma
  • properties.taskDetails.stepLRStepSize
  • properties.taskDetails.tileGridSize
  • properties.taskDetails.tileOverlapRatio
  • properties.taskDetails.tilePredictionsNmsThreshold
  • properties.taskDetails.trainingBatchSize
  • properties.taskDetails.validationBatchSize
  • properties.taskDetails.validationIouThreshold
  • properties.taskDetails.validationMetricType
  • properties.taskDetails.warmupCosineLRCycles
  • properties.taskDetails.warmupCosineLRWarmupEpochs
  • properties.taskDetails.weightDecay
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.samplingAlgorithm
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.taskType
  • properties.cvSplitColumnNames
  • properties.featurizationSettings
  • properties.featurizationSettings.datasetLanguage
  • earlyTermination
  • earlyTermination.delayEvaluation
  • earlyTermination.evaluationInterval
  • earlyTermination.policyType
  • earlyTermination.slackAmount
  • earlyTermination.slackFactor
  • earlyTermination.truncationPercentage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout

刪除:

  • properties.action.jobDefinition.services.nodes
  • properties.action.jobDefinition.services.nodes.nodesValueType
  • properties.taskDetails.trainingSettings
  • properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableDnnTraining
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableModelExplainability
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableOnnxCompatibleModels
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableStackEnsemble
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableVoteEnsemble
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.ensembleModelDownloadTimeout
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerType
  • properties.taskDetails.trainingSettings.validationData
  • properties.taskDetails.trainingSettings.validationData.description
  • properties.taskDetails.trainingSettings.validationData.jobInputType
  • properties.taskDetails.trainingSettings.validationData.mode
  • properties.taskDetails.trainingSettings.validationData.uri
  • properties.taskDetails.trainingSettings.validationDataSize
  • properties.taskDetails.trainingSettings.weightColumnName
  • properties.taskDetails.trainingSettings.taskType
  • properties.taskDetails.trainingSettings.cvSplitColumnNames
  • properties.taskDetails.trainingSettings.mode
  • properties.taskDetails.trainingSettings.value
  • properties.taskDetails.frequency
  • properties.taskDetails.seasonality
  • properties.taskDetails.seasonality.mode
  • properties.taskDetails.seasonality.value
  • properties.taskDetails.shortSeriesHandlingConfig
  • properties.taskDetails.targetAggregateFunction
  • properties.taskDetails.targetLags
  • properties.taskDetails.targetLags.mode
  • properties.taskDetails.targetLags.values
  • properties.taskDetails.targetLags.distributionType
  • properties.taskDetails.targetLags.processCountPerInstance
  • properties.taskDetails.targetLags.parameterServerCount
  • properties.taskDetails.targetLags.workerCount
  • properties.taskDetails.targetRollingWindowSize
  • properties.taskDetails.targetRollingWindowSize.mode
  • properties.taskDetails.targetRollingWindowSize.value
  • properties.taskDetails.timeColumnName
  • properties.taskDetails.timeSeriesIdColumnNames
  • properties.limitSettings.enableEarlyTermination
  • properties.limitSettings.exitScore
  • properties.limitSettings.maxCoresPerTrial
  • properties.limitSettings.sweepConcurrentTrials
  • properties.limitSettings.sweepTrials
  • properties.limitSettings.trialTimeout
  • properties.nCrossValidations
  • properties.nCrossValidations.mode
  • properties.nCrossValidations.value
  • properties.searchSpace
  • properties.nEstimators
  • properties.numLeaves
  • properties.preprocessorName
  • properties.regAlpha
  • properties.regLambda
  • properties.subsample
  • properties.subsampleFreq
  • properties.treeMethod
  • properties.withMean
  • properties.withStd
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • testData
  • testData.description
  • testData.jobInputType
  • testData.mode
  • testData.uri
  • testDataSize
  • trainingSettings
  • trainingSettings.allowedTrainingAlgorithms
  • trainingSettings.beta1
  • trainingSettings.beta2
  • trainingSettings.checkpointFrequency
  • trainingSettings.checkpointModel
  • trainingSettings.checkpointModel.description
  • trainingSettings.checkpointModel.jobInputType
  • trainingSettings.checkpointModel.mode
  • trainingSettings.checkpointModel.uri
  • trainingSettings.checkpointRunId
  • trainingSettings.distributed
  • trainingSettings.earlyStopping
  • trainingSettings.earlyStoppingDelay
  • trainingSettings.earlyStoppingPatience
  • trainingSettings.enableOnnxNormalization
  • trainingSettings.evaluationFrequency
  • trainingSettings.gradientAccumulationStep
  • trainingSettings.layersToFreeze
  • trainingSettings.learningRate
  • trainingSettings.learningRateScheduler
  • trainingSettings.modelName
  • trainingSettings.momentum
  • trainingSettings.nesterov
  • trainingSettings.numberOfEpochs
  • trainingSettings.numberOfWorkers
  • trainingSettings.optimizer
  • trainingSettings.randomSeed
  • trainingSettings.stepLRGamma
  • trainingSettings.stepLRStepSize
  • trainingSettings.trainingBatchSize
  • trainingSettings.trainingCropSize
  • trainingSettings.validationBatchSize
  • trainingSettings.validationCropSize
  • trainingSettings.validationResizeSize
  • trainingSettings.warmupCosineLRCycles
  • trainingSettings.warmupCosineLRWarmupEpochs
  • trainingSettings.weightDecay
  • trainingSettings.weightedLoss
  • primaryMetric
  • amsGradient
  • 擴增
  • beta1
  • beta2
  • 分散式
  • earlyStopping
  • earlyStoppingDelay
  • earlyStoppingPatience
  • enableOnnxNormalization
  • evaluationFrequency
  • gradientAccumulationStep
  • layersToFreeze
  • learningRate
  • learningRateScheduler
  • modelName
  • 動量
  • nesterov
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • trainingBatchSize
  • trainingCropSize
  • validationBatchSize
  • validationCropSize
  • validationResizeSize
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • weightedLoss
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxTrials
  • limitSettings.timeout
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.modelName
  • modelSettings.momentum
  • modelSettings.nesterov
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.trainingBatchSize
  • modelSettings.trainingCropSize
  • modelSettings.validationBatchSize
  • modelSettings.validationCropSize
  • modelSettings.validationResizeSize
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • modelSettings.weightedLoss
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.imageSize
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelSize
  • modelSettings.multiScale
  • modelSettings.nmsIouThreshold
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • minSize
  • modelSize
  • multiScale
  • nmsIouThreshold
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • validationIouThreshold
  • validationMetricType
  • cvSplitColumnNames
  • regLambda
  • subsample
  • subsampleFreq
  • treeMethod
  • withMean
  • withStd
  • trainingSettings.enableDnnTraining
  • trainingSettings.enableModelExplainability
  • trainingSettings.enableOnnxCompatibleModels
  • trainingSettings.enableStackEnsemble
  • trainingSettings.enableVoteEnsemble
  • trainingSettings.ensembleModelDownloadTimeout
  • trainingSettings.stackEnsembleSettings
  • trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • weightColumnName
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • fixedParameters
  • fixedParameters.gradientAccumulationSteps
  • fixedParameters.learningRate
  • fixedParameters.learningRateScheduler
  • fixedParameters.modelName
  • fixedParameters.numberOfEpochs
  • fixedParameters.trainingBatchSize
  • fixedParameters.validationBatchSize
  • fixedParameters.warmupRatio
  • fixedParameters.weightDecay
  • limitSettings.maxNodes
  • limitSettings.trialTimeout
  • warmupRatio
  • properties.autologgerSettings
  • properties.autologgerSettings.mlflowAutologger
  • dataConfiguration
  • dataConfiguration.dataId
  • dataConfiguration.incrementalDataRefreshEnabled
  • jobInstructions
  • jobInstructions.uri
  • labelCategories
  • labelCategories。{自定義屬性}
  • labelCategories.classes
  • labelCategories.classes。{自定義屬性}
  • labelCategories.classes.displayName
  • labelCategories.classes.subclasses
  • labelCategories.classes.subclasses。{自定義屬性}
  • labelCategories.displayName
  • labelCategories.multiSelectEnabled
  • labelingJobMediaProperties
  • labelingJobMediaProperties.mediaType
  • labelingJobMediaProperties.annotationType
  • mlAssistConfiguration
  • mlAssistConfiguration.mlAssist
  • mlAssistConfiguration.inferencingComputeBinding
  • mlAssistConfiguration.trainingComputeBinding
  • 檔案
  • maxConcurrentTrials
  • maxTotalTrials
  • 超時
  • trialTimeout
  • |inferencingComputeBinding |[必要]用於推斷的 AML 計算系結。 |字串 (必要)

    約束
  • |codeId |[必要]程式代碼資產的 ARM 資源識別碼。 |字串 (必要)

    約束
  • |file |[必要]作業進入點的相對 Python 檔案路徑。 |字串 (必要)

    約束
  • |className |[必要]做為進入點的 Scala 類別名稱。 |字串 (必要)

    約束

更新:

  • properties.action.jobDefinition.services。{customized property}.properties.outputs。{customized property}.mode - 已移除的值: 'Direct'

2022-10-01-preview

新增:

  • properties.action.jobDefinition.services.nodes
  • properties.action.jobDefinition.services.nodes.nodesValueType
  • properties.taskDetails.trainingSettings
  • properties.taskDetails.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableDnnTraining
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableModelExplainability
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableOnnxCompatibleModels
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableStackEnsemble
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.enableVoteEnsemble
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.ensembleModelDownloadTimeout
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerKWargs
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • properties.taskDetails.trainingSettings.blockedTrainingAlgorithms.stackEnsembleSettings.stackMetaLearnerType
  • properties.taskDetails.trainingSettings.validationData
  • properties.taskDetails.trainingSettings.validationData.description
  • properties.taskDetails.trainingSettings.validationData.jobInputType
  • properties.taskDetails.trainingSettings.validationData.mode
  • properties.taskDetails.trainingSettings.validationData.uri
  • properties.taskDetails.trainingSettings.validationDataSize
  • properties.taskDetails.trainingSettings.weightColumnName
  • properties.taskDetails.trainingSettings.taskType
  • properties.taskDetails.trainingSettings.cvSplitColumnNames
  • properties.taskDetails.trainingSettings.mode
  • properties.taskDetails.trainingSettings.value
  • properties.taskDetails.frequency
  • properties.taskDetails.seasonality
  • properties.taskDetails.seasonality.mode
  • properties.taskDetails.seasonality.value
  • properties.taskDetails.shortSeriesHandlingConfig
  • properties.taskDetails.targetAggregateFunction
  • properties.taskDetails.targetLags
  • properties.taskDetails.targetLags.mode
  • properties.taskDetails.targetLags.values
  • properties.taskDetails.targetLags.distributionType
  • properties.taskDetails.targetLags.processCountPerInstance
  • properties.taskDetails.targetLags.parameterServerCount
  • properties.taskDetails.targetLags.workerCount
  • properties.taskDetails.targetRollingWindowSize
  • properties.taskDetails.targetRollingWindowSize.mode
  • properties.taskDetails.targetRollingWindowSize.value
  • properties.taskDetails.timeColumnName
  • properties.taskDetails.timeSeriesIdColumnNames
  • properties.limitSettings.enableEarlyTermination
  • properties.limitSettings.exitScore
  • properties.limitSettings.maxCoresPerTrial
  • properties.limitSettings.sweepConcurrentTrials
  • properties.limitSettings.sweepTrials
  • properties.limitSettings.trialTimeout
  • properties.nCrossValidations
  • properties.nCrossValidations.mode
  • properties.nCrossValidations.value
  • properties.searchSpace
  • properties.nEstimators
  • properties.numLeaves
  • properties.preprocessorName
  • properties.regAlpha
  • properties.regLambda
  • properties.subsample
  • properties.subsampleFreq
  • properties.treeMethod
  • properties.withMean
  • properties.withStd
  • sweepSettings
  • sweepSettings.earlyTermination
  • sweepSettings.earlyTermination.delayEvaluation
  • sweepSettings.earlyTermination.evaluationInterval
  • sweepSettings.earlyTermination.policyType
  • sweepSettings.earlyTermination.slackAmount
  • sweepSettings.earlyTermination.slackFactor
  • sweepSettings.earlyTermination.truncationPercentage
  • sweepSettings.samplingAlgorithm
  • testData
  • testData.description
  • testData.jobInputType
  • testData.mode
  • testData.uri
  • testDataSize
  • trainingSettings
  • trainingSettings.allowedTrainingAlgorithms
  • trainingSettings.beta1
  • trainingSettings.beta2
  • trainingSettings.checkpointFrequency
  • trainingSettings.checkpointModel
  • trainingSettings.checkpointModel.description
  • trainingSettings.checkpointModel.jobInputType
  • trainingSettings.checkpointModel.mode
  • trainingSettings.checkpointModel.uri
  • trainingSettings.checkpointRunId
  • trainingSettings.distributed
  • trainingSettings.earlyStopping
  • trainingSettings.earlyStoppingDelay
  • trainingSettings.earlyStoppingPatience
  • trainingSettings.enableOnnxNormalization
  • trainingSettings.evaluationFrequency
  • trainingSettings.gradientAccumulationStep
  • trainingSettings.layersToFreeze
  • trainingSettings.learningRate
  • trainingSettings.learningRateScheduler
  • trainingSettings.modelName
  • trainingSettings.momentum
  • trainingSettings.nesterov
  • trainingSettings.numberOfEpochs
  • trainingSettings.numberOfWorkers
  • trainingSettings.optimizer
  • trainingSettings.randomSeed
  • trainingSettings.stepLRGamma
  • trainingSettings.stepLRStepSize
  • trainingSettings.trainingBatchSize
  • trainingSettings.trainingCropSize
  • trainingSettings.validationBatchSize
  • trainingSettings.validationCropSize
  • trainingSettings.validationResizeSize
  • trainingSettings.warmupCosineLRCycles
  • trainingSettings.warmupCosineLRWarmupEpochs
  • trainingSettings.weightDecay
  • trainingSettings.weightedLoss
  • primaryMetric
  • amsGradient
  • 擴增
  • beta1
  • beta2
  • 分散式
  • earlyStopping
  • earlyStoppingDelay
  • earlyStoppingPatience
  • enableOnnxNormalization
  • evaluationFrequency
  • gradientAccumulationStep
  • layersToFreeze
  • learningRate
  • learningRateScheduler
  • modelName
  • 動量
  • nesterov
  • numberOfEpochs
  • numberOfWorkers
  • 優化
  • randomSeed
  • stepLRGamma
  • stepLRStepSize
  • trainingBatchSize
  • trainingCropSize
  • validationBatchSize
  • validationCropSize
  • validationResizeSize
  • warmupCosineLRCycles
  • warmupCosineLRWarmupEpochs
  • weightDecay
  • weightedLoss
  • validationData
  • validationData.description
  • validationData.jobInputType
  • validationData.mode
  • validationData.uri
  • validationDataSize
  • taskType
  • limitSettings
  • limitSettings.maxConcurrentTrials
  • limitSettings.maxTrials
  • limitSettings.timeout
  • modelSettings
  • modelSettings.advancedSettings
  • modelSettings.amsGradient
  • modelSettings.augmentations
  • modelSettings.beta1
  • modelSettings.beta2
  • modelSettings.checkpointFrequency
  • modelSettings.checkpointModel
  • modelSettings.checkpointModel.description
  • modelSettings.checkpointModel.jobInputType
  • modelSettings.checkpointModel.mode
  • modelSettings.checkpointModel.uri
  • modelSettings.checkpointRunId
  • modelSettings.distributed
  • modelSettings.earlyStopping
  • modelSettings.earlyStoppingDelay
  • modelSettings.earlyStoppingPatience
  • modelSettings.enableOnnxNormalization
  • modelSettings.evaluationFrequency
  • modelSettings.gradientAccumulationStep
  • modelSettings.layersToFreeze
  • modelSettings.learningRate
  • modelSettings.learningRateScheduler
  • modelSettings.modelName
  • modelSettings.momentum
  • modelSettings.nesterov
  • modelSettings.numberOfEpochs
  • modelSettings.numberOfWorkers
  • modelSettings.optimizer
  • modelSettings.randomSeed
  • modelSettings.stepLRGamma
  • modelSettings.stepLRStepSize
  • modelSettings.trainingBatchSize
  • modelSettings.trainingCropSize
  • modelSettings.validationBatchSize
  • modelSettings.validationCropSize
  • modelSettings.validationResizeSize
  • modelSettings.warmupCosineLRCycles
  • modelSettings.warmupCosineLRWarmupEpochs
  • modelSettings.weightDecay
  • modelSettings.weightedLoss
  • modelSettings.boxDetectionsPerImage
  • modelSettings.boxScoreThreshold
  • modelSettings.imageSize
  • modelSettings.maxSize
  • modelSettings.minSize
  • modelSettings.modelSize
  • modelSettings.multiScale
  • modelSettings.nmsIouThreshold
  • modelSettings.tileGridSize
  • modelSettings.tileOverlapRatio
  • modelSettings.tilePredictionsNmsThreshold
  • modelSettings.validationIouThreshold
  • modelSettings.validationMetricType
  • minSize
  • modelSize
  • multiScale
  • nmsIouThreshold
  • tileGridSize
  • tileOverlapRatio
  • tilePredictionsNmsThreshold
  • validationIouThreshold
  • validationMetricType
  • cvSplitColumnNames
  • regLambda
  • subsample
  • subsampleFreq
  • treeMethod
  • withMean
  • withStd
  • trainingSettings.enableDnnTraining
  • trainingSettings.enableModelExplainability
  • trainingSettings.enableOnnxCompatibleModels
  • trainingSettings.enableStackEnsemble
  • trainingSettings.enableVoteEnsemble
  • trainingSettings.ensembleModelDownloadTimeout
  • trainingSettings.stackEnsembleSettings
  • trainingSettings.stackEnsembleSettings.stackMetaLearnerKWargs
  • trainingSettings.stackEnsembleSettings.stackMetaLearnerTrainPercentage
  • trainingSettings.stackEnsembleSettings.stackMetaLearnerType
  • weightColumnName
  • featurizationSettings
  • featurizationSettings.datasetLanguage
  • fixedParameters
  • fixedParameters.gradientAccumulationSteps
  • fixedParameters.learningRate
  • fixedParameters.learningRateScheduler
  • fixedParameters.modelName
  • fixedParameters.numberOfEpochs
  • fixedParameters.trainingBatchSize
  • fixedParameters.validationBatchSize
  • fixedParameters.warmupRatio
  • fixedParameters.weightDecay
  • limitSettings.maxNodes
  • limitSettings.trialTimeout
  • warmupRatio
  • properties.autologgerSettings
  • properties.autologgerSettings.mlflowAutologger
  • maxConcurrentTrials
  • maxTotalTrials
  • 超時
  • trialTimeout

刪除:

  • properties.taskDetails.cvSplitColumnNames.featurizationSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.blockedTransformers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.countryOrRegionForHolidays
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.cvStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.featureLags
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.forecastHorizon.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.frequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.seasonality.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.shortSeriesHandlingConfig
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetAggregateFunction
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.values
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetLags.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.targetRollingWindowSize.value
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.timeColumnName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.timeSeriesIdColumnNames
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.forecastingSettings.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.testDataSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.allowedTrainingAlgorithms
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.taskType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.modelSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.searchSpace
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.delayEvaluation
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.evaluationInterval
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.policyType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.slackAmount
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.slackFactor
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.earlyTermination.truncationPercentage
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.limits
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.limits.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.limits.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.sweepSettings.samplingAlgorithm
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationData.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationDataSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.taskType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.modelSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.searchSpace
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.trainingCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationCropSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.validationResizeSize
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.featurizationSettings.weightedLoss
  • properties.taskDetails.cvSplitColumnNames.sweepSettings
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.delayEvaluation
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.evaluationInterval
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.policyType
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.slackAmount
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.slackFactor
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.earlyTermination.truncationPercentage
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.limits
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.limits.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.limits.maxTrials
  • properties.taskDetails.cvSplitColumnNames.sweepSettings.samplingAlgorithm
  • properties.taskDetails.cvSplitColumnNames.validationData
  • properties.taskDetails.cvSplitColumnNames.validationData.description
  • properties.taskDetails.cvSplitColumnNames.validationData.jobInputType
  • properties.taskDetails.cvSplitColumnNames.validationData.mode
  • properties.taskDetails.cvSplitColumnNames.validationData.uri
  • properties.taskDetails.cvSplitColumnNames.validationDataSize
  • properties.taskDetails.cvSplitColumnNames.taskType
  • properties.taskDetails.cvSplitColumnNames.limitSettings
  • properties.taskDetails.cvSplitColumnNames.limitSettings.maxConcurrentTrials
  • properties.taskDetails.cvSplitColumnNames.limitSettings.maxTrials
  • properties.taskDetails.cvSplitColumnNames.limitSettings.timeout
  • properties.taskDetails.cvSplitColumnNames.modelSettings
  • properties.taskDetails.cvSplitColumnNames.modelSettings.advancedSettings
  • properties.taskDetails.cvSplitColumnNames.modelSettings.amsGradient
  • properties.taskDetails.cvSplitColumnNames.modelSettings.augmentations
  • properties.taskDetails.cvSplitColumnNames.modelSettings.beta1
  • properties.taskDetails.cvSplitColumnNames.modelSettings.beta2
  • properties.taskDetails.cvSplitColumnNames.modelSettings.boxDetectionsPerImage
  • properties.taskDetails.cvSplitColumnNames.modelSettings.boxScoreThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointFrequency
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.description
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.jobInputType
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.mode
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointModel.uri
  • properties.taskDetails.cvSplitColumnNames.modelSettings.checkpointRunId
  • properties.taskDetails.cvSplitColumnNames.modelSettings.distributed
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStopping
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStoppingDelay
  • properties.taskDetails.cvSplitColumnNames.modelSettings.earlyStoppingPatience
  • properties.taskDetails.cvSplitColumnNames.modelSettings.enableOnnxNormalization
  • properties.taskDetails.cvSplitColumnNames.modelSettings.evaluationFrequency
  • properties.taskDetails.cvSplitColumnNames.modelSettings.gradientAccumulationStep
  • properties.taskDetails.cvSplitColumnNames.modelSettings.imageSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.modelSettings.learningRate
  • properties.taskDetails.cvSplitColumnNames.modelSettings.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.modelSettings.maxSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.minSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.modelName
  • properties.taskDetails.cvSplitColumnNames.modelSettings.modelSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.momentum
  • properties.taskDetails.cvSplitColumnNames.modelSettings.multiScale
  • properties.taskDetails.cvSplitColumnNames.modelSettings.nesterov
  • properties.taskDetails.cvSplitColumnNames.modelSettings.nmsIouThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.modelSettings.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.modelSettings.optimizer
  • properties.taskDetails.cvSplitColumnNames.modelSettings.randomSeed
  • properties.taskDetails.cvSplitColumnNames.modelSettings.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.modelSettings.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tileGridSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tileOverlapRatio
  • properties.taskDetails.cvSplitColumnNames.modelSettings.tilePredictionsNmsThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationIouThreshold
  • properties.taskDetails.cvSplitColumnNames.modelSettings.validationMetricType
  • properties.taskDetails.cvSplitColumnNames.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.modelSettings.weightDecay
  • properties.taskDetails.cvSplitColumnNames.primaryMetric
  • properties.taskDetails.cvSplitColumnNames.searchSpace
  • properties.taskDetails.cvSplitColumnNames.layersToFreeze
  • properties.taskDetails.cvSplitColumnNames.learningRate
  • properties.taskDetails.cvSplitColumnNames.learningRateScheduler
  • properties.taskDetails.cvSplitColumnNames.maxSize
  • properties.taskDetails.cvSplitColumnNames.minSize
  • properties.taskDetails.cvSplitColumnNames.modelName
  • properties.taskDetails.cvSplitColumnNames.modelSize
  • properties.taskDetails.cvSplitColumnNames.momentum
  • properties.taskDetails.cvSplitColumnNames.multiScale
  • properties.taskDetails.cvSplitColumnNames.nesterov
  • properties.taskDetails.cvSplitColumnNames.nmsIouThreshold
  • properties.taskDetails.cvSplitColumnNames.numberOfEpochs
  • properties.taskDetails.cvSplitColumnNames.numberOfWorkers
  • properties.taskDetails.cvSplitColumnNames.optimizer
  • properties.taskDetails.cvSplitColumnNames.randomSeed
  • properties.taskDetails.cvSplitColumnNames.stepLRGamma
  • properties.taskDetails.cvSplitColumnNames.stepLRStepSize
  • properties.taskDetails.cvSplitColumnNames.tileGridSize
  • properties.taskDetails.cvSplitColumnNames.tileOverlapRatio
  • properties.taskDetails.cvSplitColumnNames.tilePredictionsNmsThreshold
  • properties.taskDetails.cvSplitColumnNames.trainingBatchSize
  • properties.taskDetails.cvSplitColumnNames.validationBatchSize
  • properties.taskDetails.cvSplitColumnNames.validationIouThreshold
  • properties.taskDetails.cvSplitColumnNames.validationMetricType
  • properties.taskDetails.cvSplitColumnNames.warmupCosineLRCycles
  • properties.taskDetails.cvSplitColumnNames.warmupCosineLRWarmupEpochs
  • properties.taskDetails.cvSplitColumnNames.weightDecay
  • 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.limits
  • properties.taskDetails.sweepSettings.limits.maxConcurrentTrials
  • properties.taskDetails.sweepSettings.limits.maxTrials
  • properties.taskDetails.sweepSettings.samplingAlgorithm
  • properties.taskDetails.validationData
  • properties.taskDetails.validationData.description
  • properties.taskDetails.validationData.jobInputType
  • properties.taskDetails.validationData.mode
  • properties.taskDetails.validationData.uri
  • properties.taskDetails.validationDataSize
  • properties.taskDetails.limitSettings
  • properties.taskDetails.limitSettings.maxConcurrentTrials
  • properties.taskDetails.limitSettings.maxTrials
  • properties.taskDetails.limitSettings.timeout
  • 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.boxDetectionsPerImage
  • properties.taskDetails.modelSettings.boxScoreThreshold
  • 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.imageSize
  • properties.taskDetails.modelSettings.layersToFreeze
  • properties.taskDetails.modelSettings.learningRate
  • properties.taskDetails.modelSettings.learningRateScheduler
  • properties.taskDetails.modelSettings.maxSize
  • properties.taskDetails.modelSettings.minSize
  • properties.taskDetails.modelSettings.modelName
  • properties.taskDetails.modelSettings.modelSize
  • properties.taskDetails.modelSettings.momentum
  • properties.taskDetails.modelSettings.multiScale
  • properties.taskDetails.modelSettings.nesterov
  • properties.taskDetails.modelSettings.nmsIouThreshold
  • 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.tileGridSize
  • properties.taskDetails.modelSettings.tileOverlapRatio
  • properties.taskDetails.modelSettings.tilePredictionsNmsThreshold
  • properties.taskDetails.modelSettings.trainingBatchSize
  • properties.taskDetails.modelSettings.validationBatchSize
  • properties.taskDetails.modelSettings.validationIouThreshold
  • properties.taskDetails.modelSettings.validationMetricType
  • properties.taskDetails.modelSettings.warmupCosineLRCycles
  • properties.taskDetails.modelSettings.warmupCosineLRWarmupEpochs
  • properties.taskDetails.modelSettings.weightDecay
  • properties.taskDetails.primaryMetric
  • properties.taskDetails.searchSpace
  • properties.taskDetails.layersToFreeze
  • properties.taskDetails.learningRate
  • properties.taskDetails.learningRateScheduler
  • properties.taskDetails.maxSize
  • properties.taskDetails.minSize
  • properties.taskDetails.modelName
  • properties.taskDetails.modelSize
  • properties.taskDetails.momentum
  • properties.taskDetails.multiScale
  • properties.taskDetails.nesterov
  • properties.taskDetails.nmsIouThreshold
  • properties.taskDetails.numberOfEpochs
  • properties.taskDetails.numberOfWorkers
  • properties.taskDetails.optimizer
  • properties.taskDetails.randomSeed
  • properties.taskDetails.stepLRGamma
  • properties.taskDetails.stepLRStepSize
  • properties.taskDetails.tileGridSize
  • properties.taskDetails.tileOverlapRatio
  • properties.taskDetails.tilePredictionsNmsThreshold
  • properties.taskDetails.trainingBatchSize
  • properties.taskDetails.validationBatchSize
  • properties.taskDetails.validationIouThreshold
  • properties.taskDetails.validationMetricType
  • properties.taskDetails.warmupCosineLRCycles
  • properties.taskDetails.warmupCosineLRWarmupEpochs
  • properties.taskDetails.weightDecay
  • properties.sweepSettings
  • properties.sweepSettings.earlyTermination
  • properties.sweepSettings.earlyTermination.delayEvaluation
  • properties.sweepSettings.earlyTermination.evaluationInterval
  • properties.sweepSettings.earlyTermination.policyType
  • properties.sweepSettings.earlyTermination.slackAmount
  • properties.sweepSettings.earlyTermination.slackFactor
  • properties.sweepSettings.earlyTermination.truncationPercentage
  • properties.sweepSettings.limits
  • properties.sweepSettings.limits.maxConcurrentTrials
  • properties.sweepSettings.limits.maxTrials
  • properties.sweepSettings.samplingAlgorithm
  • properties.validationData
  • properties.validationData.description
  • properties.validationData.jobInputType
  • properties.validationData.mode
  • properties.validationData.uri
  • properties.validationDataSize
  • properties.taskType
  • properties.cvSplitColumnNames
  • properties.featurizationSettings
  • properties.featurizationSettings.datasetLanguage
  • limits.maxConcurrentTrials
  • limits.maxTotalTrials
  • limits.trialTimeout

更新:

2022-06-01-preview

在變更記錄檔中追蹤的最舊版本