I have followed the steps in the following link to connect two Virtual Networks:
https://azure.microsoft.com/en-us/documentation/articles/vpn-gateway-vnet-vnet-rm-ps/
Each VNet contains two subnets: "Front", where a single VM is located, and "GatewaySubnet", where the Virtual Gateway is located.
The gateways were created correctly:
I have verified that the Gateway connection between Vnet 1 to Vnet 2, and vice versa, works:
However, I cannot ping the VM in Vnet 2 from the VM in Vnet 1, and vice versa:
I am using Azure Resource Manager. How can I route inter-VNet traffic correctly?