# Conflicts:
#	modelscope/preprocessors/multi_modal.py

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9938140

基于easycv上线的segformer，对应上传了5个对应的达摩院的分割模型，所以修正了tests/pipelines/easycv_pipelines/test_segmentation_pipeline.py内容让其能够便利测试
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9934634

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9969472

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9901220

    * add lstm-crf ner model code

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9872869

Add regression test for some unit tests.
Firstly, Run a baseline test to create a pickle file which contains the inputs and outputs of modules, then changes can be observed between
the latest version and the baseline file.
Some baseline files are submitted in the data/test/regression folder
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9814693

* nlp translation preprocess branch
 * pull the latest master
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9920445

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9942858

    * [Add] add document-segmentation

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9941890

支持 MPLUG 模型 image-text-retrieval 任务的 pipeline 和 finetune
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9919955

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9908976

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9862567

新增实时目标检测pipeline
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9788299

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9781849

    * support EasyCV

Maas新增FAQ问答模型
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9797053

video_summarization 修改test中的结果可视化
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9902499

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9851374

panoptic segmentation 模型接入
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9758389

新增video summarization模型的inference和finetune
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9840532

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9856286

This reverts commit 4cc0395ac5.

add image-reid-person
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9818427

1. add device util to verify, create and place device
2. pipeline and trainer support update
3.  fix pipeline which use tf models does not place model to the right device

usage

```python
pipe = pipeline('damo/xxx', device='cpu')
pipe = pipeline('damo/xxx', device='gpu')
pipe = pipeline('damo/xxx', device='gpu:0')
pipe = pipeline('damo/xxx', device='gpu:2')
pipe = pipeline('damo/xxx', device='cuda')
pipe = pipeline('damo/xxx', device='cuda:1')
```
 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9800672

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9826159

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9781254

    * support single object tracking

添加 MPLUG 模型 image-captioning 任务
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9745826

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9763330

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9767151

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9722903

根据反馈 将用到的util_func 放入modelscope/utils/cv 下
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9759481

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9728416

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9580066

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9592902

generate 时去除 tokenizer 输出结尾的 sep，修复 gpt3 模型目前续写内容与上文无关的 bug
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9696570

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9684583

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9669460

    * fix onnx thread error

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9691512

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9684735

    * split test generation tests

由于 在 系列方法 命名上有调整，将  lightnas 统一改为 tinynas

之前有一次提交，对应的 code review 为：https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9578861

现将 上面的的意见已统一修复，并重新  切换到  cv/tinynas/classification 分支上 进行重新 提交审核
之前 cv/lightnas/classification 已废弃
请悉知~
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9663300

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9667657

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9662707

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9662406

    * bug fix for nlp backbone-head trainers