Depreciation is not an option. You are required by law to depreciate rental property for each and every day it is "in service" as such.
"What would happen now if I keep the amount same until I sell the property?"
Basically, he IRS would have a field day with all the back taxes, fines and penalties they would be collecting from you when they audited you.