So after doing a little more digging:

A modprobe -r nouveau will fix this.  After issuing this command, an
install does not require a reboot for nvidia-smi to find the driver.

We are planning on blacklisting the module in our cloud images to
address this.

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https://bugs.launchpad.net/bugs/1841827

Title:
  Install of linux-modules-nvidia requires a reboot before nvidia-smi
  recognizes driver

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