Wait for the EFI shell to leave you at the terminal.
Type the path to your desired .efi file. Typically:
Ctrl+S to save.
Enter to confirm.
Ctrl+Q to exit back to shell.
Reboot the VM. It will still display the EFI shell but will load Grub automatically.