Features:
1. Refactor the directory structure of nlp models. All model files are placed into either the model folder or the task_model folder
2. Refactor all the comments to google style
3. Add detail comments to important tasks and nlp models, to list the description of the model, and its preprocessor&trainer
4. Model Exporting now supports a direct all to TorchModelExporter(no need to derive from it)
5. Refactor model save_pretrained method to support direct running(independent from trainer)
6. Remove the judgement of Model in the pipeline base class, to support outer register models running in our pipelines
7. Nlp trainer now has a NLPTrainingArguments class , user can pass arguments into the dataclass, and use it as a normal cfg_modify_fn, to simplify the operation of modify cfg.
8. Merge the BACKBONES and the MODELS, so user can get a backbone with the Model.from_pretrained call
9. Model.from_pretrained now support a task argument, so user can use a backbone and load it with a specific task class.
10. Support Preprocessor.from_pretrained method
11. Add standard return classes to important nlp tasks, so some of the pipelines and the models are independent now, the return values of the models will always be tensors, and the pipelines will take care of the conversion to numpy and the following stuffs.
12. Split the file of the nlp preprocessors, to make the dir structure more clear.

Bugs Fixing:
1. Fix a bug that lr_scheduler can be called earlier than the optimizer's step
2. Fix a bug that the direct call of Pipelines (not from pipeline(xxx)) throws error
3. Fix a bug that the trainer will not call the correct TaskDataset class
4. Fix a bug that the internal loading of dataset will throws error in the trainer class
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10490585

新增ofa关于日常场景文字识别的任务，主要包括：
1、新增pipeline及task名称定义；
2、新增pipeline、task、model及prepreocess核心类方法的代码逻辑；
3、其它同步修正的小细节逻辑；
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10471089

1. Fix bugs in daily test
2. Fix a bug that the updating of lr is before the first time of updating of optimizer
    TODO this will still cause warnings when GA is above 1
3. Remove the judgement of mode in text-classification's preprocessor to fit the base trainer(Bug)
     Update some regression bins to fit the preprocessor
4. Update the regression tool to let outer code modify atol and rtol
5. Add the default metric for text-classification task
6. Remove the useless ckpt conversion method in bert to avoid the requirement of tf when loading modeling_bert
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10430764

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10465241

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10400324

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10432186

新增video-object-detection 算法
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10247489

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10275823

1. 调整face_detection的文件层级(scrfd与其余新增face_detection方法平级);
2. 增加极大脸/旋转脸的检测方法，更新了新模型；
3. 支持读入数据集并finetune和eval；
4. 新增card_detection模型，支持读入datasethub数据集并finetune
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10244540

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10319306

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10111615

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10217723

    * add image_body_reshaping code

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10252583

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10202117

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10260332

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10244616

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10246518

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10211100

视频编辑的cr
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10026166

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9921926

1. 完成Maas-cv CR标准 自查
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9951519

    * [to #42322933] 新增Mtcnn人脸检测器

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10041992

1. 完成Maas-cv CR标准 自查
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9957634

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9961906

    * feat: add hand keypoints pipeline

完成Maas-cv CR自查；
新增个Task，已经跟产品确认可以增加，正在走流程中，目前还不在https://aone.alibaba-inc.com/v2/project/1181559/req#viewIdentifier=d7f112f9d023e2108fa1b0d8这里，后续会增加过来
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9976346

1. 新增人脸检测RetinaFace模型；
2. 完成Maas-cv CR标准自查
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9945188

商品显著性检测模型，依赖opencv，mmcv-full
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9909897

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10007852

    * update test video for movie scene segmentation

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9934673

    * add face 2d keypoints

文本指导的语义分割模型，根据输入的文本信息，讲图像中对应文本描述的物体分割出来。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9942863

添加新的action-detection task
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9898947

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

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/9862567

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

    * support EasyCV

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

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

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

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

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

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

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

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

add human pose eastimation to maas-lib v3
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491970

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9442509

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9590794

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9564875