How to support different system configuration or backend framework versions between the conversion and execution servers

[chinhuang007]

The system configuration or backend framework versions between the conversion and execution servers can be different in practice. One might use a CPU machine to convert the model and a GPU machine to run the converted model. Do we want to suggest certain general mechanism to support this scenario?