Hi @Thytu , both of these warnings are ok and you are not doing anything wrong.
The first warning is noting that reduce_range may be deprecated in a future release.  There are no specific plans yet to do the deprecation.
The second warning is technical debt on the PyTorch quantization team, we will clean this up, thanks for reporting!