A sucker comes from around the stump not higher up.
Are you talking about them or natural branch growth on the plant?
I think a healthy plant is better than a pruned one with many of the branches cut off.
If you want bigger eggplant then leave the branches and just pinch some of the smaller fruit like they thin out fruit trees.
Wait till the fruit is set to do this.
Worth
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