Журнал изменений версий API для развертывания Microsoft.MachineLearningServices/workspaces/schedules

Статья
08/10/2024

В этой статье описаны свойства, которые изменились в каждой версии API для Microsoft.MachineLearningServices/workspaces/schedules. Он охватывает только свойства, доступные во время развертывания.

2024-07-01-preview

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.earlyTermination.trainingSettings.limitSettings.outputs.jobType — добавленные значения: 'FineTuning' (обязательный) — удалены значения: Pipeline (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.earlyTermination.trainingSettings.limitSettings.outputs.outputs изменено на обязательный.

2024-04-01

Добавили:

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. {настраиваемое свойство}
properties.action.jobDefinition.signal.signalType
properties.action.jobDefinition.signals.componentId
properties.action.jobDefinition.signals.inputAssets
properties.action.jobDefinition.signals.inputAssets. {настраиваемое свойство}
properties.action.jobDefinition.signals.inputAssets.columns
properties.action.jobDefinition.signals.inputAssets.columns. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.metricThresholds.threshold
properties.action.metricThresholds.threshold.value
properties.action.metricThresholds.dataType
properties.action.metricThresholds.metric
properties.actionType
properties.endpointInvocationDefinition
| componentId | [Обязательный] Ссылка на ресурс компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности

Удаленный:

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. {настраиваемое свойство}
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 | В Bicep можно указать родительский ресурс для дочернего ресурса. Это свойство необходимо добавить, только если дочерний ресурс объявлен за пределами родительского ресурса.

Дополнительные сведения см. в разделе Дочерний ресурс за пределами родительского ресурса. | Символьное имя ресурса типа
properties.action.| URI | Универсальный код ресурса (URI секрета).
Пример URI
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| componentId | [Обязательный] Идентификатор ресурса ARM ресурса компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности
| dataUri | [Обязательный] Универсальный код ресурса (URI) данных. Пример
| publisher | [Обязательный] Издатель интеллектуальной собственности. Должно совпадать с именем издателя реестра. | строка (обязательно)

Ограничения целостности
properties.action.jobDefinition.stage
properties.action.jobDefinition.tags
properties.action.endpointInvocationDefinition
| URI | Универсальный код ресурса (URI секрета).
Пример URI

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.jobOutputType — добавлены значения: "mlflow_model" (обязательный) "mltable" (обязательный) "triton_model" (обязательный) "uri_file" (обязательный) "uri_folder" (обязательный)

2024-04-01-preview

Новые или обновленные свойства не обновляются

2024-01-01-preview

Добавили:

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. {настраиваемое свойство}
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. {настраиваемое свойство}
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 | В Bicep можно указать родительский ресурс для дочернего ресурса. Это свойство необходимо добавить, только если дочерний ресурс объявлен за пределами родительского ресурса.

Дополнительные сведения см. в разделе Дочерний ресурс за пределами родительского ресурса. | Символьное имя ресурса типа
properties.action.| URI | Универсальный код ресурса (URI секрета).
Пример URI
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| file | [Обязательный] Относительный путь к файлу Python для точки входа задания. | строка (обязательно)

Ограничения целостности
| componentId | [Обязательный] Идентификатор ресурса ARM ресурса компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности
| dataUri | [Обязательный] Универсальный код ресурса (URI) данных. Пример
| publisher | [Обязательный] Издатель интеллектуальной собственности. Должно совпадать с именем издателя реестра. | строка (обязательно)

Ограничения целостности
properties.action.jobDefinition.stage
properties.action.jobDefinition.tags
properties.action.endpointInvocationDefinition
properties.trigger.schedule.| emailOn | Отправка уведомления электронной почты пользователю по указанному типу уведомлений | Массив строк, содержащий любой из
| URI | Универсальный код ресурса (URI секрета).
Пример URI
| className | [Обязательный] Имя класса Scala, используемое в качестве точки входа. | строка (обязательно)

Ограничения целостности

Удаленный:

properties.action.jobDefinition.properties
properties.action.jobDefinition.properties. {настраиваемое свойство}
properties.action.jobDefinition.services
properties.action.jobDefinition.services. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.tags
properties.action.jobType
properties.action.environmentId
properties.action.environmentVariables
properties.action.environmentVariables. {настраиваемое свойство}
properties.action.outputs
properties.action.outputs. {настраиваемое свойство}
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. {настраиваемое свойство}
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
расширение
beta1
beta2
boxDetectionsPerImage
boxScoreThreshold
контрольная точкаFrequency
контрольная точкаModel
checkpointModel.description
checkpointModel.jobInputType
checkpointModel.mode
checkpointModel.URI
контрольная точкаRunId
распределённый
earlyStopping
earlyStoppingDelay
earlyStoppingPatience
enableOnnxNormalization
evaluationFrequency
gradientAccumulationStep
imageSize
layersToFreeze
LearningRate
learningRateScheduler
maxSize
minSize
ModelName
modelSize
импульс
MultiScale
нестеров
nmsIouThreshold
numberOfEpochs
numberOfWorkers
оптимизатор
randomSeed
stepLRGamma
stepLRStepSize
tileGridSize
tileOverlapRatio
tilePredictionsNmsThreshold
trainingBatchSize
validationBatchSize
validationIouThreshold
validationMetricType
warmupCosineLRCycles
warmupCosineLRWarmupEpochs
weightDecay
режим
ури
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. {настраиваемое свойство}
properties.inputs
properties.inputs. {настраиваемое свойство}
properties.inputs.description
properties.inputs.jobInputType
properties.inputs.mode
properties.inputs.uri
properties.inputs.value
Ограничения
limits.jobLimitsType
limits.timeout
Выходы
Выходы. {настраиваемое свойство}
outputs.description
outputs.jobOutputType
outputs.mode
outputs.uri
queueSettings
queueSettings.jobTier
ресурсы
resources.dockerArgs
resources.instanceCount
resources.instanceType
resources.properties
resources.properties. {настраиваемое свойство}
resources.shmSize
jobType
Входы
Входы. {настраиваемое свойство}
inputs.description
inputs.jobInputType
inputs.mode
inputs.uri
inputs.value
Рабочих мест
Рабочих мест. {настраиваемое свойство}
Параметры
sourceJobId
ранняятерминация
earlyTermination.delayEvaluation
earlyTermination.evaluationInterval
earlyTermination.policyType
earlyTermination.slackAmount
earlyTermination.slackFactor
earlyTermination.truncationPercentage
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.trialTimeout
объективный
objective.goal
objective.primaryMetric
выборкаAlgorithm
выборкаAlgorithm.samplingAlgorithmType
выборкаAlgorithm.rule
выборкаAlgorithm.seed
испытание
trial.codeId
trial.command
trial.distribution
trial.distribution.distributionType
trial.distribution.processCountPerInstance
trial.distribution.parameterServerCount
trial.distribution.workerCount
trial.environmentId
trial.environmentVariables
trial.environmentVariables. {настраиваемое свойство}
trial.resources
trial.resources.dockerArgs
trial.resources.instanceCount
trial.resources.instanceType
trial.resources.properties
trial.resources.properties. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.monitorDefinition.alertNotificationSettings.inputs
properties.monitorDefinition.alertNotificationSettings.inputs. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.monitorDefinition.outputs.description
properties.monitorDefinition.outputs.jobOutputType
properties.monitorDefinition.outputs.mode
properties.monitorDefinition.outputs.uri
| componentId | [Обязательный] Ссылка на ресурс компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.jobOutputType — удалены значения: "mlflow_model" (обязательный) "mltable" (обязательный) "triton_model" (обязательный) "uri_file" (обязательный) "uri_folder" (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.mode — добавлены значения: Direct

2023-10-01

Добавили:

properties.action.jobDefinition.properties
properties.action.jobDefinition.properties. {настраиваемое свойство}
properties.action.jobDefinition.services
properties.action.jobDefinition.services. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.tags
properties.action.jobType
properties.action.environmentId
properties.action.environmentVariables
properties.action.environmentVariables. {настраиваемое свойство}
properties.action.outputs
properties.action.outputs. {настраиваемое свойство}
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. {настраиваемое свойство}
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
расширение
beta1
beta2
boxDetectionsPerImage
boxScoreThreshold
контрольная точкаFrequency
контрольная точкаModel
checkpointModel.description
checkpointModel.jobInputType
checkpointModel.mode
checkpointModel.URI
контрольная точкаRunId
распределённый
earlyStopping
earlyStoppingDelay
earlyStoppingPatience
enableOnnxNormalization
evaluationFrequency
gradientAccumulationStep
imageSize
layersToFreeze
LearningRate
learningRateScheduler
maxSize
minSize
ModelName
modelSize
импульс
MultiScale
нестеров
nmsIouThreshold
numberOfEpochs
numberOfWorkers
оптимизатор
randomSeed
stepLRGamma
stepLRStepSize
tileGridSize
tileOverlapRatio
tilePredictionsNmsThreshold
trainingBatchSize
validationBatchSize
validationIouThreshold
validationMetricType
warmupCosineLRCycles
warmupCosineLRWarmupEpochs
weightDecay
режим
ури
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. {настраиваемое свойство}
properties.inputs
properties.inputs. {настраиваемое свойство}
properties.inputs.description
properties.inputs.jobInputType
properties.inputs.mode
properties.inputs.uri
properties.inputs.value
Ограничения
limits.jobLimitsType
limits.timeout
Выходы
Выходы. {настраиваемое свойство}
outputs.description
outputs.jobOutputType
outputs.mode
outputs.uri
queueSettings
queueSettings.jobTier
ресурсы
resources.dockerArgs
resources.instanceCount
resources.instanceType
resources.properties
resources.properties. {настраиваемое свойство}
resources.shmSize
jobType
Входы
Входы. {настраиваемое свойство}
inputs.description
inputs.jobInputType
inputs.mode
inputs.uri
inputs.value
Рабочих мест
Рабочих мест. {настраиваемое свойство}
Параметры
sourceJobId
ранняятерминация
earlyTermination.delayEvaluation
earlyTermination.evaluationInterval
earlyTermination.policyType
earlyTermination.slackAmount
earlyTermination.slackFactor
earlyTermination.truncationPercentage
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.trialTimeout
объективный
objective.goal
objective.primaryMetric
выборкаAlgorithm
выборкаAlgorithm.samplingAlgorithmType
выборкаAlgorithm.rule
выборкаAlgorithm.seed
испытание
trial.codeId
trial.command
trial.distribution
trial.distribution.distributionType
trial.distribution.processCountPerInstance
trial.distribution.parameterServerCount
trial.distribution.workerCount
trial.environmentId
trial.environmentVariables
trial.environmentVariables. {настраиваемое свойство}
trial.resources
trial.resources.dockerArgs
trial.resources.instanceCount
trial.resources.instanceType
trial.resources.properties
trial.resources.properties. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.monitorDefinition.alertNotificationSettings.inputs
properties.monitorDefinition.alertNotificationSettings.inputs. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.monitorDefinition.outputs.description
properties.monitorDefinition.outputs.jobOutputType
properties.monitorDefinition.outputs.mode
properties.monitorDefinition.outputs.uri
| componentId | [Обязательный] Ссылка на ресурс компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности

Удаленный:

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. {настраиваемое свойство}
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. {настраиваемое свойство}
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 | В Bicep можно указать родительский ресурс для дочернего ресурса. Это свойство необходимо добавить, только если дочерний ресурс объявлен за пределами родительского ресурса.

Дополнительные сведения см. в разделе Дочерний ресурс за пределами родительского ресурса. | Символьное имя ресурса типа
properties.action.| URI | Универсальный код ресурса (URI секрета).
Пример URI
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| file | [Обязательный] Относительный путь к файлу Python для точки входа задания. | строка (обязательно)

Ограничения целостности
| componentId | [Обязательный] Идентификатор ресурса ARM ресурса компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности
| dataUri | [Обязательный] Универсальный код ресурса (URI) данных. Пример
| publisher | [Обязательный] Издатель интеллектуальной собственности. Должно совпадать с именем издателя реестра. | строка (обязательно)

Ограничения целостности
properties.action.jobDefinition.stage
properties.action.jobDefinition.tags
properties.action.endpointInvocationDefinition
properties.trigger.schedule.| emailOn | Отправка уведомления электронной почты пользователю по указанному типу уведомлений | Массив строк, содержащий любой из
| URI | Универсальный код ресурса (URI секрета).
Пример URI
| className | [Обязательный] Имя класса Scala, используемое в качестве точки входа. | строка (обязательно)

Ограничения целостности

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.jobOutputType — добавлены значения: "mlflow_model" (обязательный) "mltable" (обязательный) "triton_model" (обязательный) "uri_file" (обязательный) "uri_folder" (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.mode — удалены значения: Direct

2023-08-01-preview

Добавили:

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. {настраиваемое свойство}
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 | В Bicep можно указать родительский ресурс для дочернего ресурса. Это свойство необходимо добавить, только если дочерний ресурс объявлен за пределами родительского ресурса.

Дополнительные сведения см. в разделе Дочерний ресурс за пределами родительского ресурса. | Символьное имя ресурса типа
properties.action.| URI | Универсальный код ресурса (URI секрета).
Пример URI
| notificationTypes | Текущий режим уведомлений для этого сигнала. | Массив строк, содержащий любой из
properties.action.jobDefinition.stage
properties.action.jobDefinition.tags
properties.action.endpointInvocationDefinition

Удаленный:

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. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.jobDefinition.signal.signalType
properties.action.jobDefinition.signals.componentId
properties.action.jobDefinition.signals.inputAssets
properties.action.jobDefinition.signals.inputAssets. {настраиваемое свойство}
properties.action.jobDefinition.signals.inputAssets.columns
properties.action.jobDefinition.signals.inputAssets.columns. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.jobDefinition.inputs.description
properties.action.jobDefinition.inputs.jobInputType
properties.action.metricThresholds
properties.action. {настраиваемое свойство}
properties.features
properties.features.filterType
properties.features.features
properties.features.top
properties.metricThresholds
productionData
jobInputType
ури
inputDataType
preprocessingComponentId
windowEnd
windowStart
windowOffset
windowSize
signalType
metricThresholds
dataSegment
dataSegment.feature
dataSegment.values
dataSegment.signalType
dataSegment.metricThresholds
dataSegment. {настраиваемое свойство}
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. {настраиваемое свойство}
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

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.monitorDefinition.signals. {настраиваемое свойство}.properties.inputAssets. {настраиваемое свойство}.columns.inputDataType — добавлены значения: "Rolling" (обязательный) — удалены значения: "Следящий" (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.monitorDefinition.signals. {настраиваемое свойство}.properties.workspaceConnection.secret.metricThresholds.metricThresholds.metricThreshold.metricThresholds.metricThresholds.metricThresholds.metricThreshold.modelType — удалено значения: "Классификация"

2023-06-01-preview

Добавили:

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. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.jobDefinition.signals.mode
properties.action.jobDefinition.signals.properties
properties.action.jobDefinition.signals.properties. {настраиваемое свойство}
properties.action.jobDefinition.signal.signalType
properties.action.jobDefinition.signals.componentId
properties.action.jobDefinition.signals.inputAssets
properties.action.jobDefinition.signals.inputAssets. {настраиваемое свойство}
properties.action.jobDefinition.signals.inputAssets.columns
properties.action.jobDefinition.signals.inputAssets.columns. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.jobDefinition.inputs.description
properties.action.jobDefinition.inputs.jobInputType
properties.action.metricThresholds
properties.action. {настраиваемое свойство}
properties.features
properties.features.filterType
properties.features.features
properties.features.top
properties.metricThresholds
productionData
jobInputType
ури
inputDataType
preprocessingComponentId
windowEnd
windowStart
windowOffset
windowSize
signalType
metricThresholds
dataSegment
dataSegment.feature
dataSegment.values
dataSegment.signalType
dataSegment.metricThresholds
dataSegment. {настраиваемое свойство}
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. {настраиваемое свойство}
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 | Отправка уведомления электронной почты пользователю по указанному типу уведомлений | Массив строк, содержащий любой из
| URI | Универсальный код ресурса (URI секрета).
Пример URI
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| file | [Обязательный] Относительный путь к файлу Python для точки входа задания. | строка (обязательно)

Ограничения целостности
| className | [Обязательный] Имя класса Scala, используемое в качестве точки входа. | строка (обязательно)

Ограничения целостности
| instanceType | [Обязательный] Тип экземпляра, на котором выполняется задание Spark. | строка (обязательно)

Ограничения целостности
| userAssignedIdentities | Набор назначенных пользователем удостоверений, связанных с ресурсом. Ключи словаря userAssignedIdentities будут идентификаторами ресурсов ARM в форме
| componentId | [Обязательный] Идентификатор ресурса ARM ресурса компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности
| Метрика | [Обязательный] Определяемая пользователем метрика для вычисления. | строка (обязательно)

Ограничения целостности
| dataUri | [Обязательный] Универсальный код ресурса (URI) данных. Пример
| publisher | [Обязательный] Издатель интеллектуальной собственности. Должно совпадать с именем издателя реестра. | строка (обязательно)

Ограничения целостности

Удаленный:

properties.action.jobDefinition.properties
properties.action.jobDefinition.properties. {настраиваемое свойство}
properties.action.jobDefinition.services
properties.action.jobDefinition.services. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.tags
properties.action.jobType
properties.action.environmentId
properties.action.environmentVariables
properties.action.environmentVariables. {настраиваемое свойство}
properties.action.outputs
properties.action.outputs. {настраиваемое свойство}
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. {настраиваемое свойство}
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
импульс
MultiScale
нестеров
nmsIouThreshold
numberOfEpochs
numberOfWorkers
оптимизатор
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. {настраиваемое свойство}
properties.inputs
properties.inputs. {настраиваемое свойство}
properties.inputs.description
properties.inputs.jobInputType
properties.inputs.mode
properties.inputs.uri
properties.inputs.value
Ограничения
limits.jobLimitsType
limits.timeout
Выходы
Выходы. {настраиваемое свойство}
outputs.description
outputs.jobOutputType
outputs.mode
outputs.uri
ресурсы
resources.dockerArgs
resources.instanceCount
resources.instanceType
resources.properties
resources.properties. {настраиваемое свойство}
resources.shmSize
jobType
Входы
Входы. {настраиваемое свойство}
inputs.description
inputs.jobInputType
inputs.mode
inputs.uri
inputs.value
Рабочих мест
Рабочих мест. {настраиваемое свойство}
Параметры
sourceJobId
ранняятерминация
earlyTermination.delayEvaluation
earlyTermination.evaluationInterval
earlyTermination.policyType
earlyTermination.slackAmount
earlyTermination.slackFactor
earlyTermination.truncationPercentage
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.trialTimeout
объективный
objective.goal
objective.primaryMetric
выборкаAlgorithm
выборкаAlgorithm.samplingAlgorithmType
выборкаAlgorithm.rule
выборкаAlgorithm.seed
испытание
trial.codeId
trial.command
trial.distribution
trial.distribution.distributionType
trial.distribution.processCountPerInstance
trial.distribution.parameterServerCount
trial.distribution.workerCount
trial.environmentId
trial.environmentVariables
trial.environmentVariables. {настраиваемое свойство}
trial.resources
trial.resources.dockerArgs
trial.resources.instanceCount
trial.resources.instanceType
trial.resources.properties
trial.resources.properties. {настраиваемое свойство}
trial.resources.shmSize

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.jobOutputType — удалены значения: "mlflow_model" (обязательный) "mltable" (обязательный) "triton_model" (обязательный) "uri_file" (обязательный) "uri_folder" (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.mode — добавлены значения: Direct
properties.trigger.triggerType — добавлены значения: "Cron"

2023-04-01

Добавили:

properties.action.jobDefinition.properties
properties.action.jobDefinition.properties. {настраиваемое свойство}
properties.action.jobDefinition.services
properties.action.jobDefinition.services. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.tags
properties.action.jobType
properties.action.environmentId
properties.action.environmentVariables
properties.action.environmentVariables. {настраиваемое свойство}
properties.action.outputs
properties.action.outputs. {настраиваемое свойство}
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. {настраиваемое свойство}
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
импульс
MultiScale
нестеров
nmsIouThreshold
numberOfEpochs
numberOfWorkers
оптимизатор
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. {настраиваемое свойство}
properties.inputs
properties.inputs. {настраиваемое свойство}
properties.inputs.description
properties.inputs.jobInputType
properties.inputs.mode
properties.inputs.uri
properties.inputs.value
Ограничения
limits.jobLimitsType
limits.timeout
Выходы
Выходы. {настраиваемое свойство}
outputs.description
outputs.jobOutputType
outputs.mode
outputs.uri
ресурсы
resources.dockerArgs
resources.instanceCount
resources.instanceType
resources.properties
resources.properties. {настраиваемое свойство}
resources.shmSize
jobType
Входы
Входы. {настраиваемое свойство}
inputs.description
inputs.jobInputType
inputs.mode
inputs.uri
inputs.value
Рабочих мест
Рабочих мест. {настраиваемое свойство}
Параметры
sourceJobId
ранняятерминация
earlyTermination.delayEvaluation
earlyTermination.evaluationInterval
earlyTermination.policyType
earlyTermination.slackAmount
earlyTermination.slackFactor
earlyTermination.truncationPercentage
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.trialTimeout
объективный
objective.goal
objective.primaryMetric
выборкаAlgorithm
выборкаAlgorithm.samplingAlgorithmType
выборкаAlgorithm.rule
выборкаAlgorithm.seed
испытание
trial.codeId
trial.command
trial.distribution
trial.distribution.distributionType
trial.distribution.processCountPerInstance
trial.distribution.parameterServerCount
trial.distribution.workerCount
trial.environmentId
trial.environmentVariables
trial.environmentVariables. {настраиваемое свойство}
trial.resources
trial.resources.dockerArgs
trial.resources.instanceCount
trial.resources.instanceType
trial.resources.properties
trial.resources.properties. {настраиваемое свойство}
trial.resources.shmSize
properties.actionType
properties.endpointInvocationDefinition

Удаленный:

properties.action.jobDefinition.notificationSetting
properties.action.jobDefinition.notificationSetting.emailOn
properties.action.jobDefinition.notificationSetting.signals
properties.action.jobDefinition.notificationSetting.signals. {настраиваемое свойство}
properties.action.jobDefinition.notificationSetting.signals.lookbackPeriod
properties.action.jobDefinition.notificationSetting.signals.mode
properties.action.jobDefinition.notificationSetting.signal.signalType
properties.action.jobDefinition.notificationSetting.signals.componentId
properties.action.jobDefinition.notificationSetting.signals.inputAssets
properties.action.jobDefinition.notificationSetting.signals.inputAssets. {настраиваемое свойство}
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. {настраиваемое свойство}
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 | Отправка уведомления электронной почты пользователю по указанному типу уведомлений | Массив строк, содержащий любой из
| URI | Универсальный код ресурса (URI секрета).
Пример URI
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| file | [Обязательный] Относительный путь к файлу Python для точки входа задания. | строка (обязательно)

Ограничения целостности
| className | [Обязательный] Имя класса Scala, используемое в качестве точки входа. | строка (обязательно)

Ограничения целостности
| computeId | [Обязательный] Идентификатор ресурса ARM вычислительного ресурса для запуска задания мониторинга. | строка (обязательно)

Ограничения целостности
| componentId | [Обязательный] Идентификатор ресурса ARM ресурса компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности
| Метрика | [Обязательный] Определяемая пользователем метрика для вычисления. | строка (обязательно)

Ограничения целостности
| dataUri | [Обязательный] Универсальный код ресурса (URI) данных. Пример
| publisher | [Обязательный] Издатель интеллектуальной собственности. Должно совпадать с именем издателя реестра. | строка (обязательно)

Ограничения целостности

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.jobOutputType — добавлены значения: "mlflow_model" (обязательный) "mltable" (обязательный) "triton_model" (обязательный) "uri_file" (обязательный) "uri_folder" (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.mode — удалены значения: Direct
properties.trigger.triggerType — удалены значения: "Cron"

2023-04-01-preview

Добавили:

properties.action.jobDefinition.notificationSetting.signals
properties.action.jobDefinition.notificationSetting.signals. {настраиваемое свойство}
properties.action.jobDefinition.notificationSetting.signals.lookbackPeriod
properties.action.jobDefinition.notificationSetting.signals.mode
properties.action.jobDefinition.notificationSetting.signal.signalType
properties.action.jobDefinition.notificationSetting.signals.componentId
properties.action.jobDefinition.notificationSetting.signals.inputAssets
properties.action.jobDefinition.notificationSetting.signals.inputAssets. {настраиваемое свойство}
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. {настраиваемое свойство}
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 | Универсальный код ресурса (URI секрета).
Пример URI
| computeId | [Обязательный] Идентификатор ресурса ARM вычислительного ресурса для запуска задания мониторинга. | строка (обязательно)

Ограничения целостности
| componentId | [Обязательный] Идентификатор ресурса ARM ресурса компонента, используемый для вычисления пользовательских метрик. | строка (обязательно)

Ограничения целостности
| Метрика | [Обязательный] Определяемая пользователем метрика для вычисления. | строка (обязательно)

Ограничения целостности
| dataUri | [Обязательный] Универсальный код ресурса (URI) данных. Пример
| publisher | [Обязательный] Издатель интеллектуальной собственности. Должно совпадать с именем издателя реестра. | строка (обязательно)

Ограничения целостности

Удаленный:

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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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.nEstimator
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
Времени ожидания
trialTimeout
delayEvaluation
evaluationInterval
policyType
slackAmount
slackFactor
усечениеPercentage
выборкаAlgorithm
validationData
validationData.description
validationData.jobInputType
validationData.mode
validationData.URI
режим
ури
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. {настраиваемое свойство}
properties.action.resources.inputs
properties.action.resources.inputs. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.outputs
properties.outputs. {настраиваемое свойство}
properties.outputs.description
properties.outputs.jobOutputType
properties.outputs.assetName
properties.outputs.assetVersion
properties.outputs.mode
properties.outputs.uri
Параметры
sourceJobId
jobType
архив
archives.args
archives.codeId
archives.conf
archives.conf. {настраиваемое свойство}
archives.entry
archives.entry.sparkJobEntryType
archives.entry.file
archives.entry.className
archives.environmentId
archives.files
archives.policyType
archives.slackAmount
archives.slackFactor
archives.truncationPercentage
Входы
Входы. {настраиваемое свойство}
inputs.description
inputs.jobInputType
inputs.mode
inputs.uri
inputs.value
Ограничения
limits.jobLimitsType
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.timeout
limits.trialTimeout
объективный
objective.goal
objective.primaryMetric
Выходы
Выходы. {настраиваемое свойство}
outputs.description
outputs.jobOutputType
outputs.assetName
outputs.assetVersion
outputs.mode
outputs.uri
queueSettings
queueSettings.jobTier
queueSettings.priority
выборкаAlgorithm.samplingAlgorithmType
выборкаAlgorithm.logbase
выборкаAlgorithm.rule
выборкаAlgorithm.seed
испытание
trial.codeId
trial.command
trial.distribution
trial.distribution.distributionType
trial.distribution.processCountPerInstance
trial.distribution.parameterServerCount
trial.distribution.workerCount
trial.environmentId
trial.environmentVariables
trial.environmentVariables. {настраиваемое свойство}
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

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.jobOutputType — удалены значения: "mlflow_model" (обязательный) "mltable" (обязательный) "triton_model" (обязательный) "uri_file" (обязательный) "uri_folder" (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.distributionType — добавлены значения :Ray (обязательный)
properties.action.jobDefinition.services. {настраиваемое свойство}.properties.taskDetails.trainingData.trainingSettings.stackEnsembleSettings.trainingSettings.sweepSettings.trainingSettings.sweepSettings.outputs.mlAssistConfiguration.outputs.resources.trial.environmentVariables.actionType — добавлены значения: CreateMonitor (обязательно) — удалены значения: InvokeBatchEndpoint (обязательный)
properties.trigger.triggerType — добавлены значения: "Cron" (обязательный)

2023-02-01-preview

Добавили:

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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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. {настраиваемое свойство}
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.nEstimator
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
усечениеPercentage
режим
ури
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. {настраиваемое свойство}
properties.action.resources.inputs
properties.action.resources.inputs. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.outputs
properties.outputs. {настраиваемое свойство}
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. {настраиваемое свойство}
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 | Отправка уведомления электронной почты пользователю по указанному типу уведомлений | Массив строк, содержащий любой из

Удаленный:

properties.action.jobDefinition.properties
properties.action.jobDefinition.properties. {настраиваемое свойство}
properties.action.jobDefinition.services
properties.action.jobDefinition.services. {настраиваемое свойство}
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. {настраиваемое свойство}
properties.action.tags
properties.action.jobType
properties.action.environmentId
properties.action.environmentVariables
properties.action.environmentVariables. {настраиваемое свойство}
properties.resources.properties
properties.resources.properties. {настраиваемое свойство}
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
nEstimator
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
весеedLoss
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
импульс
MultiScale
нестеров
nmsIouThreshold
numberOfEpochs
numberOfWorkers
оптимизатор
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. {настраиваемое свойство}
properties.inputs
properties.inputs. {настраиваемое свойство}
properties.inputs.description
properties.inputs.jobInputType
properties.inputs.mode
properties.inputs.uri
properties.inputs.value
ресурсы
resources.dockerArgs
resources.instanceCount
resources.instanceType
resources.properties
resources.properties. {настраиваемое свойство}
resources.shmSize
dataConfiguration
dataConfiguration.dataId
dataConfiguration.incrementalDataRefresh
jobInstructions
jobInstructions.URI
Категории меток
Категории меток. {настраиваемое свойство}
labelCategories.classes
labelCategories.classes. {настраиваемое свойство}
labelCategories.classes.displayName
labelCategories.classes.subclasses
labelCategories.classes.subclasses. {настраиваемое свойство}
labelCategories.displayName
labelCategories.multiSelect
labelingJobMediaProperties
labelingJobMediaProperties.mediaType
labelingJobMediaProperties.annotationType
mlAssistConfiguration
mlAssistConfiguration.mlAssist
mlAssistConfiguration.inferencingComputeBinding
mlAssistConfiguration.trainingComputeBinding
Рабочих мест
Рабочих мест. {настраиваемое свойство}
maxConcurrentTrials
maxTotalTrials
trial.resources.properties
trial.resources.properties. {настраиваемое свойство}
trial.resources.shmSize
properties.actionType
properties.endpointInvocationDefinition

2022-12-01-preview

Добавили:

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
nEstimator
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
весеedLoss
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
импульс
MultiScale
нестеров
nmsIouThreshold
numberOfEpochs
numberOfWorkers
оптимизатор
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
Категории меток
Категории меток. {настраиваемое свойство}
labelCategories.classes
labelCategories.classes. {настраиваемое свойство}
labelCategories.classes.displayName
labelCategories.classes.subclasses
labelCategories.classes.subclasses. {настраиваемое свойство}
labelCategories.displayName
labelCategories.multiSelect
labelingJobMediaProperties
labelingJobMediaProperties.mediaType
labelingJobMediaProperties.annotationType
mlAssistConfiguration
mlAssistConfiguration.mlAssist
mlAssistConfiguration.inferencingComputeBinding
mlAssistConfiguration.trainingComputeBinding
архив
maxConcurrentTrials
maxTotalTrials
Времени ожидания
trialTimeout
выборкаAlgorithm.logbase
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| file | [Обязательный] Относительный путь к файлу Python для точки входа задания. | строка (обязательно)

Ограничения целостности
| className | [Обязательный] Имя класса Scala, используемое в качестве точки входа. | строка (обязательно)

Ограничения целостности

Удаленный:

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.featureizationSettings.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.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.featuresizationSettings.trainingSettings.modelSettings.checkpointModel
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.description
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.jobInputType
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.mode
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.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.warmupLrWarmupEpochs
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.featuresizationSettings.modelSettings.checkpointModel
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.description
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.jobInputType
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.mode
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.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
ранняятерминация
earlyTermination.delayEvaluation
earlyTermination.evaluationInterval
earlyTermination.policyType
earlyTermination.slackAmount
earlyTermination.slackFactor
earlyTermination.truncationPercentage
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.trialTimeout

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.mode — добавлены значения: Direct
properties.trigger.triggerType — добавлены значения: "Cron" — удалены значения: "Cron" (обязательный)

2022-10-01

Добавили:

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.featureizationSettings.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.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.featuresizationSettings.trainingSettings.modelSettings.checkpointModel
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.description
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.jobInputType
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.mode
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.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.warmupLrWarmupEpochs
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.featuresizationSettings.modelSettings.checkpointModel
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.description
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.jobInputType
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.mode
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.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
ранняятерминация
earlyTermination.delayEvaluation
earlyTermination.evaluationInterval
earlyTermination.policyType
earlyTermination.slackAmount
earlyTermination.slackFactor
earlyTermination.truncationPercentage
limits.maxConcurrentTrials
limits.maxTotalTrials
limits.trialTimeout

Удаленный:

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.nEstimator
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
расширение
beta1
beta2
распределённый
earlyStopping
earlyStoppingDelay
earlyStoppingPatience
enableOnnxNormalization
evaluationFrequency
gradientAccumulationStep
layersToFreeze
LearningRate
learningRateScheduler
ModelName
импульс
нестеров
numberOfEpochs
numberOfWorkers
оптимизатор
randomSeed
stepLRGamma
stepLRStepSize
trainingBatchSize
trainingCropSize
validationBatchSize
validationCropSize
validationResizeSize
warmupCosineLRCycles
warmupCosineLRWarmupEpochs
weightDecay
весеedLoss
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
теплый Ратио
properties.autologgerSettings
properties.autologgerSettings.mlflowAutologger
dataConfiguration
dataConfiguration.dataId
dataConfiguration.incrementalDataRefreshEnabled
jobInstructions
jobInstructions.URI
Категории меток
Категории меток. {настраиваемое свойство}
labelCategories.classes
labelCategories.classes. {настраиваемое свойство}
labelCategories.classes.displayName
labelCategories.classes.subclasses
labelCategories.classes.subclasses. {настраиваемое свойство}
labelCategories.displayName
labelCategories.multiSelectEnabled
labelingJobMediaProperties
labelingJobMediaProperties.mediaType
labelingJobMediaProperties.annotationType
mlAssistConfiguration
mlAssistConfiguration.mlAssist
mlAssistConfiguration.inferencingComputeBinding
mlAssistConfiguration.trainingComputeBinding
архив
maxConcurrentTrials
maxTotalTrials
Времени ожидания
trialTimeout
| inferencingComputeBinding | [Обязательный] Привязка вычислений AML, используемая в выводе. | строка (обязательно)

Ограничения целостности
| codeId | [Обязательный] Идентификатор ресурса ARM ресурса ресурса кода. | строка (обязательно)

Ограничения целостности
| file | [Обязательный] Относительный путь к файлу Python для точки входа задания. | строка (обязательно)

Ограничения целостности
| className | [Обязательный] Имя класса Scala, используемое в качестве точки входа. | строка (обязательно)

Ограничения целостности

Обновлено:

properties.action.jobDefinition.services. {настраиваемое свойство}.properties.outputs. {настраиваемое свойство}.mode — удалены значения: Direct

2022-10-01-preview

Добавили:

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.nEstimator
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
расширение
beta1
beta2
распределённый
earlyStopping
earlyStoppingDelay
earlyStoppingPatience
enableOnnxNormalization
evaluationFrequency
gradientAccumulationStep
layersToFreeze
LearningRate
learningRateScheduler
ModelName
импульс
нестеров
numberOfEpochs
numberOfWorkers
оптимизатор
randomSeed
stepLRGamma
stepLRStepSize
trainingBatchSize
trainingCropSize
validationBatchSize
validationCropSize
validationResizeSize
warmupCosineLRCycles
warmupCosineLRWarmupEpochs
weightDecay
весеedLoss
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
теплый Ратио
properties.autologgerSettings
properties.autologgerSettings.mlflowAutologger
maxConcurrentTrials
maxTotalTrials
Времени ожидания
trialTimeout

Удаленный:

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.featureizationSettings.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.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.featuresizationSettings.trainingSettings.modelSettings.checkpointModel
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.description
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.jobInputType
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.trainingSettings.modelSettings.checkpointModel.mode
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.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.warmupLrWarmupEpochs
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.featuresizationSettings.modelSettings.checkpointModel
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.description
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.jobInputType
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.modelSettings.checkpointModel.mode
properties.taskDetails.cvSplitColumnNames.featuresizationSettings.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

Обновлено:

properties.trigger.schedule изменено на не обязательное.

2022-06-01-preview

Старая версия, отслеживаемая в журнале изменений

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2023-10-01

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2023-04-01

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