Increased memory usage while folding multiple proteins one after another

I am trying to predict the structures of multiple multimers but I find that if I fold them one after another, the memory consumption increases. For example, folding one multimer consumes about 8GB memory but when I fold 30 multimers one after another it uses about 28 GB memory. Why is that the case? Is there a way to reduce that?