INT8 AIU support

## Is your feature request related to a problem? Please describe.

try to make an Epic for related issues.

## Describe the solution you'd like

1. checkpoint conversion, including migration of `sq1e` conversion functions.
2. add smoothquant support
3. `qconfig` saving

## Describe alternatives you've considered



## Additional context

Many sub-tasks have been done.