Display Name: TrainDeepLearningModel

Description:

Category:

Help URL: https://terra.library.brocku.ca/arcgis/rest/directories/arcgisoutput/System/RasterAnalysisTools_GPServer/System_RasterAnalysisTools/TrainDeepLearningModel.htm

Execution Type: esriExecutionTypeAsynchronous

Parameters:

Parameter: in_folder

Data Type: GPString
Display Name inputFolder
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: output_name

Data Type: GPString
Display Name outputName
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: model_type

Data Type: GPString
Display Name modelType
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeRequired
Category:


Parameter: arguments

Data Type: GPString
Display Name modelArguments
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: batch_size

Data Type: GPLong
Display Name batchSize
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: 2
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: max_epochs

Data Type: GPLong
Display Name maxEpochs
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: learning_rate

Data Type: GPDouble
Display Name learningRate
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: backbone_model

Data Type: GPString
Display Name backboneModel
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: validation_percent

Data Type: GPString
Display Name validationPercent
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: pretrained_model

Data Type: GPString
Display Name pretrainedModel
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: stop_training

Data Type: GPBoolean
Display Name stopTraining
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: true
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: overwriteModel

Data Type: GPBoolean
Display Name overwriteModel
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: false
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: context

Data Type: GPString
Display Name context
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeOptional
Category:


Parameter: out_item

Data Type: GPString
Display Name outItem
Description:
Direction: esriGPParameterDirectionOutput
Filter:
Dependency:
Default Value:
Parameter Type: esriGPParameterTypeDerived
Category:


Parameter: freeze_model

Data Type: GPBoolean
Display Name freezeModel
Description:
Direction: esriGPParameterDirectionInput
Filter:
Dependency:
Default Value: true
Parameter Type: esriGPParameterTypeOptional
Category:

Supported Operations:   Submit Job

Child Resources:   Metadata