Yes, you'll permanently loose HP.
I did it to my 1st Viper GTS because I was'nt paying attention to the oil and did'nt know.

Also, I tried to change my oil in the middle of a series race by saving, change oil and re-loading but it didn't work. It did not restore my HP.