You need a 1/8" chain for that cog. Or you could get a 3/32" cog and use that chain. Also, if you were to use a 3/32" cog, for future reference, no need to use anything other than a decent quality 8 speed chain (SRAM PC-850 is my go-to for modern singlespeed setup).