I have post this question on What is the recommend serialization format when considering the upcoming pt2? - deployment - PyTorch Forums, but there is no reply. So I repeat it here: begging for help:
There are two serialization format in the current: torchscript and onnx.
torchscript seems will be deprecated in the long term: The nuances of PyTorch Graph Capture - #9 by penguinwu - compiler - PyTorch Dev Discussions, and after using torchscript for a period of time, we found that torchscript is not easy to use.
ONNX has a relatively larger number of users, but onnx can’t be loaded and run by torch directly, which lead to potential numeric issues.
My question is: is there a new serialization format in pt2? If not, which format you guys recommend for model serialization?