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Superalgos/Projects/TensorFlow/Schemas/AppSchema.json
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[
{
"type": "TensorFlow Project",
"menuItems": [
{
"action": "Add UI Object",
"label": "Add Machine Learning",
"relatedUiObject": "Machine Learning",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"actionFunction": "payload.executeAction",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity"
}
],
"isProjectHead": true,
"isTitleAllwaysVisible": false,
"addLeftIcons": true,
"isPinned": true,
"positionLocked": true,
"childrenNodesProperties": [
{
"name": "projectDefinition",
"type": "node",
"childType": "Project Definition",
"project": "Superalgos",
"autoAdd": true
}
],
"icon": "tensorflow"
},
{
"type": "Machine Learning",
"menuItems": [
{
"action": "Add UI Object",
"label": "Add Library",
"relatedUiObject": "TensorFlow Library",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"isHierarchyHead": true,
"addLeftIcons": true,
"level": 0,
"childrenNodesProperties": [
{
"name": "machineLearningLibrary",
"type": "node",
"childType": "TensorFlow Library",
"autoAdd": true
}
],
"icon": "tensorflow"
},
{
"type": "TensorFlow Library",
"menuItems": [
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "executionEnvironment",
"label": "Add Execution Environment",
"relatedUiObject": "Execution Environment",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLearning",
"label": "Add Supervised Learning",
"relatedUiObject": "Supervised Learning",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLearning",
"label": "Add Unsupervised Learning",
"relatedUiObject": "Unsupervised Learning",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLearning",
"label": "Add Self Learning",
"relatedUiObject": "Self Learning",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLearning",
"label": "Add Reinforcement Learning",
"relatedUiObject": "Reinforcement Learning",
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}
],
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"level": 3,
"attachingRules": {
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},
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},
{
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},
{
"name": "typeOfLearning",
"type": "node",
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},
{
"name": "typeOfLearning",
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},
{
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}
],
"icon": "tensorflow"
},
{
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{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfModel",
"label": "Add Artificial Neural Network",
"relatedUiObject": "Artificial Neural Network",
"actionFunction": "payload.executeAction"
},
{
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"confirmationLabel": "Confirm to Delete",
"label": "Delete",
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"actionFunction": "payload.executeAction"
}
],
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},
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{
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}
],
"icon": "tensorflow"
},
{
"type": "Unsupervised Learning",
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{
"action": "Add UI Object",
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"label": "Add Artificial Neural Network",
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"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
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"confirmationLabel": "Confirm to Delete",
"label": "Delete",
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"actionFunction": "payload.executeAction"
}
],
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},
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{
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}
],
"icon": "tensorflow"
},
{
"type": "Reinforcement Learning",
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{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfModel",
"label": "Add Artificial Neural Network",
"relatedUiObject": "Artificial Neural Network",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
"level": 3,
"attachingRules": {
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},
"propertyNameAtParent": "typeOfLearning",
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{
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"childType": "Artificial Neural Network"
}
],
"icon": "tensorflow"
},
{
"type": "Self Learning",
"menuItems": [
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfModel",
"label": "Add Artificial Neural Network",
"relatedUiObject": "Artificial Neural Network",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
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},
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{
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"type": "node",
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}
],
"icon": "tensorflow"
},
{
"type": "Artificial Neural Network",
"menuItems": [
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "model",
"label": "Add Model",
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"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
"level": 3,
"attachingRules": {
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},
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"childrenNodesProperties": [
{
"name": "model",
"type": "node",
"childType": "Model"
}
],
"icon": "tensorflow"
},
{
"type": "Model",
"menuItems": [
{
"action": "Configure",
"label": "Configure",
"iconPathOn": "configuration",
"iconPathOff": "configuration",
"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "api",
"label": "Add Layers API",
"relatedUiObject": "Layers API",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "api",
"label": "Add Core API",
"relatedUiObject": "Core API",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "optimizer",
"label": "Add Optimizer",
"relatedUiObject": "Optimizer",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "lossFunction",
"label": "Add Loss Function",
"relatedUiObject": "Loss Function",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "metrics",
"label": "Add Metrics",
"relatedUiObject": "Metrics",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"editors": {
"config": true
},
"initialValues": {
"config": "{ \n \"codeName\": \"\"\n}"
},
"addLeftIcons": true,
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},
"propertyNameAtParent": "model",
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{
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},
{
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"type": "node",
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},
{
"name": "optimizer",
"type": "node",
"childType": "Optimizer"
},
{
"name": "lossFunction",
"type": "node",
"childType": "Loss Function"
},
{
"name": "metrics",
"type": "node",
"childType": "Metrics"
}
],
"icon": "tensorflow"
},
{
"type": "Optimizer",
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{
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"iconPathOn": "configuration",
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"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
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},
"initialValues": {
"config": "{ \n \"value\": \"sgd\"\n}"
},
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},
"propertyNameAtParent": "optimizer",
"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "Loss Function",
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{
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"label": "Configure",
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"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
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},
"initialValues": {
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},
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},
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},
{
"type": "Metrics",
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{
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"label": "Configure",
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"actionFunction": "uiObject.configEditor.activate"
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{
"action": "Delete UI Object",
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"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
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},
"initialValues": {
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},
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},
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"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "Layers API",
"menuItems": [
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "layersModel",
"label": "Add Secuential Model",
"relatedUiObject": "Secuential Model",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "layersModel",
"label": "Add Functional Model",
"relatedUiObject": "Functional Model",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
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"actionFunction": "payload.executeAction"
}
],
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},
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{
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},
{
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}
],
"icon": "tensorflow"
},
{
"type": "Core API",
"menuItems": [
{
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"confirmationLabel": "Confirm to Delete",
"label": "Delete",
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"actionFunction": "payload.executeAction"
}
],
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},
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},
{
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{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "api",
"label": "Add Input Layer",
"relatedUiObject": "Input Layer",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"label": "Add Secuential Layer",
"relatedUiObject": "Secuential Layer",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "api",
"label": "Add Output Layer",
"relatedUiObject": "Output Layer",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
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}
],
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},
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{
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},
{
"name": "layers",
"type": "array",
"childType": "Secuential Layer"
},
{
"name": "outputLayer",
"type": "node",
"childType": "Output Layer"
}
],
"icon": "tensorflow"
},
{
"type": "Secuential Layer",
"menuItems": [
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLayer",
"label": "Add Activation Layers",
"relatedUiObject": "Advanced Activation Layers",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLayer",
"label": "Add Basic Layers",
"relatedUiObject": "Basic Layers",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "typeOfLayer",
"label": "Add Convolutional Layers",
"relatedUiObject": "Convolutional Layers",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
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"confirmationLabel": "Confirm to Delete",
"label": "Delete",
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}
],
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},
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},
{
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},
{
"name": "typeOfLayer",
"type": "node",
"childType": "Convolutional Layers"
}
],
"icon": "tensorflow"
},
{
"type": "Advanced Activation Layers",
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{
"action": "Add UI Object",
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"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
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},
{
"action": "Add UI Object",
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"label": "Add Prelu Layer",
"relatedUiObject": "Prelu Layer",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
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},
{
"action": "Add UI Object",
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},
{
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},
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}
],
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{
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{
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{
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{
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}
],
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},
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},
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}
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},
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}
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}
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"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "backend",
"label": "Add WebGL Backend",
"relatedUiObject": "WebGL Backend",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "backend",
"label": "Add NodeJS Backend",
"relatedUiObject": "NodeJS Backend",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "backend",
"label": "Add WASM Backend",
"relatedUiObject": "WASM Backend",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "backend",
"label": "Add CPU Backend",
"relatedUiObject": "CPU Backend",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "environmentFlags",
"label": "Add Environment Flags",
"relatedUiObject": "Environment Flags",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->TensorFlow Library->"
},
"propertyNameAtParent": "executionEnvironment",
"childrenNodesProperties": [
{
"name": "backend",
"type": "node",
"childType": "WebGL Backend"
},
{
"name": "backend",
"type": "node",
"childType": "NodeJS Backend"
},
{
"name": "backend",
"type": "node",
"childType": "WASM Backend"
},
{
"name": "backend",
"type": "node",
"childType": "CPU Backend"
},
{
"name": "environmentFlags",
"type": "node",
"childType": "Environment Flags",
"autoAdd": true
}
],
"icon": "tensorflow"
},
{
"type": "Environment Flags",
"menuItems": [
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "mode",
"label": "Add Debug Mode",
"relatedUiObject": "Debug Mode",
"actionFunction": "payload.executeAction"
},
{
"action": "Add UI Object",
"disableIfPropertyIsDefined": true,
"propertyToCheckFor": "mode",
"label": "Add Production Mode",
"relatedUiObject": "Production Mode",
"actionFunction": "payload.executeAction"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Execution Environment->"
},
"propertyNameAtParent": "environmentFlags",
"childrenNodesProperties": [
{
"name": "mode",
"type": "node",
"childType": "Debug Mode"
},
{
"name": "mode",
"type": "node",
"childType": "Production Mode"
}
],
"icon": "tensorflow"
},
{
"type": "WebGL Backend",
"menuItems": [
{
"action": "Configure",
"label": "Configure",
"iconPathOn": "configuration",
"iconPathOff": "configuration",
"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"editors": {
"config": true
},
"initialValues": {
"config": "{ \n \"codeName\": \"webgl\"\n}"
},
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Execution Environment->"
},
"propertyNameAtParent": "backend",
"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "NodeJS Backend",
"menuItems": [
{
"action": "Configure",
"label": "Configure",
"iconPathOn": "configuration",
"iconPathOff": "configuration",
"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"editors": {
"config": true
},
"initialValues": {
"config": "{ \n \"codeName\": \"node\"\n}"
},
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Execution Environment->"
},
"propertyNameAtParent": "backend",
"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "WASM Backend",
"menuItems": [
{
"action": "Configure",
"label": "Configure",
"iconPathOn": "configuration",
"iconPathOff": "configuration",
"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"editors": {
"config": true
},
"initialValues": {
"config": "{ \n \"codeName\": \"wasm\"\n}"
},
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Execution Environment->"
},
"propertyNameAtParent": "backend",
"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "CPU Backend",
"menuItems": [
{
"action": "Configure",
"label": "Configure",
"iconPathOn": "configuration",
"iconPathOff": "configuration",
"actionFunction": "uiObject.configEditor.activate"
},
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"editors": {
"config": true
},
"initialValues": {
"config": "{ \n \"codeName\": \"cpu\"\n}"
},
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Execution Environment->"
},
"propertyNameAtParent": "backend",
"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "Debug Mode",
"menuItems": [
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Environment Flags->"
},
"propertyNameAtParent": "mode",
"childrenNodesProperties": [],
"icon": "tensorflow"
},
{
"type": "Production Mode",
"menuItems": [
{
"action": "Delete UI Object",
"askConfirmation": true,
"confirmationLabel": "Confirm to Delete",
"label": "Delete",
"iconPathOn": "delete-entity",
"iconPathOff": "delete-entity",
"actionFunction": "payload.executeAction"
}
],
"addLeftIcons": true,
"level": 3,
"attachingRules": {
"compatibleTypes": "->Environment Flags->"
},
"propertyNameAtParent": "mode",
"childrenNodesProperties": [],
"icon": "tensorflow"
}
]
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