I suppose you mean multi layered hardware cache as is found most modern CPUs?
https://en.wikipedia.org/wiki/Cache_(computing)
The reasons I did not include hardware caches in Epiphany when arch was created in 2008:
1.) They are very inefficient (area + power)
2.) They don't scale well (imagine 1000' processors trying to access DRAM with a 1 % cache miss ratio)
3.) Cache coherence doesn't scale well
4.) Non-determinism, this is why for real time systems like (radios) they are often turned off.