Triton finegrained fp8/fp4 (#46407)
* finegrained fp8/fp4
* drop pref
* order
* full testing
* remove errors
* better ep + batched_mm
* add batched as well
* add ability to disable deepgemm linear fp8
* compilable
* torch compile tests and cold cache hack
