Julia working with large arrays, is there any memory/speed advantage to using Int8 vs Int64?

Question

Julia 1.5.3 on Ubuntu. I\'m writing an iterative model, form of microsimulation and converting from R. The array sizes can get quite large as the population grows yet are a