hi @Bryan_Wang, we cannot commit to a timeline yet but we are hoping to release it as a prototype this year.  You are welcome to check out the test cases demonstrating the current API in https://github.com/pytorch/pytorch/blob/master/test/quantization/test_quantize_fx.py 9, although it will be in flux for the near future and we don’t have documentation just yet.