This attack required over 9,223,372,036,854,775,808 SHA1 computations. This took the equivalent processing power as 6,500 years of single-CPU computations and 110 years of single-GPU computations.
If you're very careful with your machine maybe you can make it last 6500 years, but I think that is way outside the expected lifetime of a mobile CPU under full load.