iPhone 7 plus does not charge fast with iPad 12 watt charger, why ?

I recently replaced my iPhone 7 plus battery. I also bought the iPad 12 watt charger so that I can charger more faster compared to the 5 watt charger. But I didn't notice any difference in time to get my phone fully charged. Is it because I have turned on "Optimized battery charging - ON ?