How much do floating point numbers affect canvas

I am making a browser tower defense game and Ive seen that you shouldnt use floats while using canvas due to subpixel calculations and antialiasing but how much does this really affect performance and should it be a concern? If it should be a concern is there an easy catch all method to prevent floats from being drawn, perhaps with a getter?