GitLab

* Add test cases

* Add offload script

---------
Co-authored-by: gushiqiao <gushiqiao@sensetime.com>

* Add magcache

* fix

* lint

* fix

* update script

* Support cfg infer

* support cfg parallel

* update cfgsp/t2v config

* support magcache calibration

* calibration

Add flf2v model

* feature: support qwen-image t2i

* pass ci

---------
Co-authored-by: wushuo1 <wushuo1@sensetime.com>

Fix offload bug in new dist infer

- Updated `ServerConfig` to raise a RuntimeError when no free port is found, providing clearer guidance for configuration adjustments.
- Introduced chunked broadcasting and receiving methods in `DistributedManager` to handle large byte data more efficiently.
- Refactored `broadcast_task_data` and `receive_task_data` methods to utilize the new chunking methods for improved readability and performance.
- Enhanced error logging in `image_utils.py` by replacing print statements with logger warnings.
- Cleaned up the `main.py` file by removing unused signal handling code.