Jeff Horner doesn’t need permanence:
One of the simplest yet most impactful performance optimizations for SQL Server is relocating the tempdb system database to a fast, dedicated disk—especially if that disk is temporary or ephemeral. This is a common practice in cloud environments and high-performance database systems where tempdb churn is high and doesn’t require persistence across reboots.
Click through for more information on how this can work well for you, as well as how to do it safely and things to keep in mind. One thing I would add is, I vaguely recall that on Azure at least, the temporary D: drive might not be mapped at startup, and it may take a few seconds after startup for the mapping to occur. Thus, it may be a good idea to have the SQL Server service start on a delay to ensure that you don’t run into an issue due to task ordering on startup.