Not sure if this is helpful but I would start by looking at log files. Never used Deepin but assuming it uses systemd so in that case, open a terminal and run
which will show you the system's logs from the last boot in reverse order. See if you can find anything that looks suspicious there - guessing some service, possibly at the OS level, or even at the DE level is causing the delay.
What UI does Deepin use? Gnome, KDE? Proprietary? The file indexing and searching utilities in Gnome, and to a lesser extent KDE, have been known to completely kill performance - not sure if this could be the issue or even applies to Deepin because I've never used it. Just trying to throw out some troubleshooting tips for you.