Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9597706

由于全规需要，修改了透出标签，将后台类目映射为前台类目，并修改了代码，不再透出层级类目，只透出最终细分类目。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9615279

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9615938

    * add init and make demo compatible

* make demo compatible

* fix comments

* add distilled ut

* Merge remote-tracking branch 'origin/master' into ofa/bug_fix

* fix sample collate bug

* Merge remote-tracking branch 'origin/master' into ofa/bug_fix

# Conflicts:
#	tests/pipelines/test_ofa_tasks.py

* Merge remote-tracking branch 'origin/master' into ofa/bug_fix

* fix sample collate bug

出于可能法务风险，将复现的Google 「Imagen」算法重命名为「diffusion」。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9608897

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9611548

    * [to #43751767]fix: get_model api url parameter is error

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9615507

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9615408

asr推理增加对其他外文的支持，包括计算wer。
增加对音频重采样，根据传入音频的采样率和当前模型支持的采样率，在easyasr内部完成重采样。注意，输入数据为pcm时，需要同时传入pcm的sample rate，否则当成16K。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9580609

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

1. change dummy dataset to msdataset
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9586561

    * change dummpy dataset to msdataset

* add pre-commit ignore

* Merge commit 'e93339ea877b93fa0c1b9ebfeee8877f78facb0e' into feat/ms_dataset_case

* Merge commit '34840fc5d8a8ee8cd1278efea913d42db522f9c8' into feat/ms_dataset_case

* remove useless ip hosts.

* Merge commit '47dda0a5f9b4b4466177d9acae097a53f8bea8f7' into feat/ms_dataset_case

* Merge commit '21de1e7db035843c6c2caccf382a6e4f7071f96b' into feat/ms_dataset_case

add init and make demo compatible
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9606656

    * add init and make demo compatible

* make demo compatible

* fix comments

* add distilled ut

* Merge remote-tracking branch 'origin/master' into ofa/bug_fix

1. task name and output definition: [link](https://alidocs.dingtalk.com/i/nodes/KOEmgBoGwD78vd2bAry3VndLerP9b30a?nav=spaces&navQuery=spaceId%3Dnb9XJNlZxbgrOXyA&iframeQuery=utm_source%3Dportal%26utm_medium%3Dportal_space_file_tree)

2. rearrange task definition and add more outputs definition for tasks

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9585469

1. Support `ReduceLROnPlateau` lr scheduler, and add  `PlateauLrSchedulerHook` for it
2. Support custom `optimizer_hook` and `lr_scheduler_hook`
3. Remove function of save best ckpt from `EvaluationHook`, replace with `BestCkptSaverHook`
4. `evaluation_loop` return metric values directly，move metric computation to `single_gpu_test` and `multi_gpu_test`
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9584322

    * [to #43627720] support ReduceLROnPlateau and fix lr scheduler

replace virtual-tryon with virtual-try-on

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9600141

- 应工程同学要求，修改原使用的一级task（image-generation）至新二级task（image-cartoon）

- 修复无人脸时无图像结果返回，更新为 返回背景卡通化后的图像（无人脸卡通化处理）
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9594912

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9597835

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9588372

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9598631

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9515599

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9588834

1. fix module path error,   if code path contains multiple `modelscope` str,  use the last one as the start position of  modelscope source direcotry
2. add numpy version constraint <=1.18
3. add __init__.py to models/cv/image_to_image_translation
4. split audio requirements from all

 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9587929

添加 GPT3 base 模型，复用 text generation pipeline

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9578665

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9578933

虚拟试衣修改输入为tuple格式
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9561416

    * change input to tuple

* support dict or tuple input

* Merge branch 'master' into cv/virtual_tryon

* Merge remote-tracking branch 'origin/master' into cv/virtual_tryon

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9552632

* load csv dataset from modelscoop

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9490080

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9567392

1. add trainer doc
2. support local configuration file for trainer
3. update nlp trainer test

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9541239

NLP新增文本纠错任务
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9540716

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9563105

    * use MinDAEC instead of cdll

* feat: ANS pipeline can accept bytes as input and adjust processing order to reduce the amount of computation

*  remove tensorflow numpy from audio requirements
*  add audio requirements to all
* auto set model to eval model for pipeline
*  add audio requirement check hint for easyasr and kwsbp
*  fix docs build error

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9561021

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9565199

    * fix "TypeError: can't convert np.ndarray of type numpy.object_"

1. support FaceDetectionPipeline inference
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9470723

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9526987

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9551089

    * support distributed training

添加直播类目模型
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9476982

新增视频内容分类模型
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9479334

*Add image-classification-imagenet and image-classification-dailylife pipelines
*Add models.cv.mmcls_model.ClassificaitonModel as a wrapper class for mmcls