On purpose you choose algorithms that are very expensive (i.e. need many steps and complex calculations) so that even powerful CPUs need a considerable amount of time. Then you can slow down enough a generate-try attack.

The dictionaries are calculated with optimised parallel processing in hardware (FPGA) that is a fraction of what a CPU would need.

oversimplified answer - but i hope it gives you some directions to where to search.