{
 "name": "TrainDeepLearningModel",
 "displayName": "TrainDeepLearningModel",
 "description": "",
 "category": "",
 "helpUrl": "https://terra.library.brocku.ca/arcgis/rest/directories/arcgisoutput/System/RasterAnalysisTools_GPServer/System_RasterAnalysisTools/TrainDeepLearningModel.htm",
 "executionType": "esriExecutionTypeAsynchronous",
 "parameters": [
  {
   "name": "in_folder",
   "dataType": "GPString",
   "displayName": "inputFolder",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeRequired",
   "category": ""
  },
  {
   "name": "output_name",
   "dataType": "GPString",
   "displayName": "outputName",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeRequired",
   "category": ""
  },
  {
   "name": "model_type",
   "dataType": "GPString",
   "displayName": "modelType",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeRequired",
   "category": ""
  },
  {
   "name": "arguments",
   "dataType": "GPString",
   "displayName": "modelArguments",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "batch_size",
   "dataType": "GPLong",
   "displayName": "batchSize",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": 2,
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "max_epochs",
   "dataType": "GPLong",
   "displayName": "maxEpochs",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": null,
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "learning_rate",
   "dataType": "GPDouble",
   "displayName": "learningRate",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": null,
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "backbone_model",
   "dataType": "GPString",
   "displayName": "backboneModel",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "validation_percent",
   "dataType": "GPString",
   "displayName": "validationPercent",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "pretrained_model",
   "dataType": "GPString",
   "displayName": "pretrainedModel",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "stop_training",
   "dataType": "GPBoolean",
   "displayName": "stopTraining",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": true,
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "overwriteModel",
   "dataType": "GPBoolean",
   "displayName": "overwriteModel",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": false,
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "context",
   "dataType": "GPString",
   "displayName": "context",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  },
  {
   "name": "out_item",
   "dataType": "GPString",
   "displayName": "outItem",
   "description": "",
   "direction": "esriGPParameterDirectionOutput",
   "defaultValue": "",
   "parameterType": "esriGPParameterTypeDerived",
   "category": ""
  },
  {
   "name": "freeze_model",
   "dataType": "GPBoolean",
   "displayName": "freezeModel",
   "description": "",
   "direction": "esriGPParameterDirectionInput",
   "defaultValue": true,
   "parameterType": "esriGPParameterTypeOptional",
   "category": ""
  }
 ]
}