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Cannot ping from Azure to on-premise network


I’ve created an site 2 site VPN connection between my Azure subscription and my on premise network. In Azure the network shows “Connected” state. I’ve created a VM in Azure and connected it to the virtual networks configured as part of the site 2 site VPN connection. I’m able to ping and RDP into the Azure VM from the on premise network.