Azure - How SQL Server billing works when VM is deallocated

Question

We have configured a Windows VM with the following configuration on Azure.

1. VM[Standard DS2 v2 (2 cores, 7 GB memory)]
2. SQL Server Enterprise Edition.

Let's say, I stop the VM (deallocated). I understand that I don't need to pay for the Compute hours. However, I would have to pay for the storage, IPAddress etc. My Question is, Do I need to pay for SQL Server? If Yes, then, Is there a way that I can skip those SQL Server costs?

Thanks, Prawin