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throw open Terminal.  type two separate commands:

defaults write com.apple.dock tilesize -int 64
killall Dock

where you can set the desired icon size to whatever you want (rather than 64). Dock will relaunch with the icons shown in your exact desired size. (if you’re like me, being exact is just what you do.)