deployplcompute.json

{
    "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
    "contentVersion": "1.0.0.0",
    "parameters": {
        "vnet_name": {
            "type": "String"
        },
        "location": {
            "type": "string",
            "allowedValues": [
                "eastus",
                "southcentralus",
                "westus2"
            ],
            "metadata": {
                "description": "Specifies the location for all resources."
            },
            "defaultValue": "[resourceGroup().location]"
        },
        "workspace_name": {
            "type": "String"
        },
        "cluster_name": {
            "type": "String"
        },
        "subnet_name": {
            "type": "String"
        },
        "admin_username": {
            "type": "string",
            "defaultValue": "azureuser"
        },
        "admin_user_password": {
            "type": "securestring"
        },
        "vm_size_sku": {
            "type": "string",
            "defaultValue": "STANDARD_DS2_V2"
        },
        "min_node_count": {
            "type": "int",
            "defaultValue": 0
        },
        "max_node_count": {
            "type": "int"
        }
    },
    "variables": {},
    "resources": [
        {
            "type": "Microsoft.MachineLearningServices/workspaces/computes",
            "apiVersion": "2020-05-15-preview",
            "name": "[concat(parameters('workspace_name'),'/',parameters('cluster_name'))]",
            "location": "[parameters('location')]",
            "properties": {
                "computeType": "AmlCompute",
                "computeLocation": "[parameters('location')]",
                "properties": {
                    "vmSize": "[parameters('vm_size_sku')]",
                    "vmPriority": "Dedicated",
                    "scaleSettings": {
                        "minNodeCount": "[parameters('min_node_count')]",
                        "maxNodeCount": "[parameters('max_node_count')]"
                    },
                    "userAccountCredentials": {
                        "adminUserName": "[parameters('admin_username')]",
                        "adminUserPassword": "[parameters('admin_user_password')]"
                    },
                    "remoteLoginPortPublicAccess": "Enabled",
                    "enableNodePublicIp": false,
                    "subnet": {
                        "id": "[resourceId('Microsoft.Network/virtualNetworks/subnets', parameters('vnet_name'), parameters('subnet_name'))]"
                    }
                }
            }
        }
    ]
}