There would not be a measurable increase in drug use. Law enforcement can't even keep drugs out of prisons. People who use drugs do so regardless of the law. Do you believe you yourself would be more vulnerable to heroin if it were legal?
The best examples being Portugal (decriminalization) or states with recreational marijuana .