> > It appears to me this would let them simulate smaller than 8 bit 
> > quantizations.
> 
> If _simulating 8 smaller bit_ is the case, 8 bit should be able to hold 
> activation min/max value.

8 bits could hold. But what the value output_min / output_max is ? I think 
@jnorwood want to express this point. Because we can not just simply use 
`out_dtype` to decide what the value range is.

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