放松了tests/pipelines/easycv_pipelines/test_segmentation_pipeline.py里面对于识别非determinsitic的校验条件，一方便后续模型更新
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10245940

mplug 相关任务 pipeline 输入字段统一为 'image' + 'text'
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10236282

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10208603

    * update easycv pipelines

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10207239

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10185634

    * fix dist training

1. Add exporter module
2. Move collate_fn out of the base pipeline class for reusing.
3. Add dummy inputs method in nlp tokenization preprocessor base class
4. Support Mapping in tensor numpify and detaching.
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10037704

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10189613

1. Fix a bug in trainer's progress bar
2. Fix a bug that trainer does not support dataset in config file
3. Add feature: support go on training via checkpoint file
4. Add feature: support fixed filename when saving best checkpoint
5. Fix a bug that no id2label in config file after finetune of nlp models
6. Fix some other bugs
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10138906

1. 卡通化接入多风格模型（原始日漫风、3D、手绘风、素描风、艺术特效风格），添加ut接入测试
2. 修改pipeline中模型文件名称至通用名
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10153717

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10083156

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10142442

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10140476

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10103248

    * update EasyCV MSDataset

CR link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10109035#tab=changes&file=8348e8153b2f4a6dbd52e471b4980542355408ed

Please refer to aone links:

1. https://aone.alibaba-inc.com/v2/project/1162242/bug#viewIdentifier=b622c099e2199bc034401fbe&openWorkitemIdentifier=44889184

2. https://aone.alibaba-inc.com/v2/project/1162242/bug#viewIdentifier=b622c099e2199bc034401fbe&openWorkitemIdentifier=44858810

3. https://aone.alibaba-inc.com/v2/project/1162242/bug#viewIdentifier=b622c099e2199bc034401fbe&openWorkitemIdentifier=44857728

4. https://aone.alibaba-inc.com/v2/project/1162242/bug#viewIdentifier=b622c099e2199bc034401fbe&openWorkitemIdentifier=44658972

commit nlp_convai_text2sql_pretrain_cn inference process to modelscope
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10025155

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10106602

    * [to #44857956]fix: disable git command username/password prompt

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9856179

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10061562

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10078262

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9935664

    * adapt to msdataset for EasyCV

unittest for demo service
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10006180

加入space模型在banking数据集上的微调代码
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10006792

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10043608

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/10049527

    * add ipykernel to image for dsw

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10019083

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9980774

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10039848

    * add device usage when device is None or empty

    * update docker env

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10037492

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10035056

* support model tag for integration

1. Fix random seed for trainer and init it at the first line of init
2. Add a regress test for fixed training
3. Change the dataset 'dureader_robust_qg' to 'DuReader_robust-QG'
4. Change some datasets from loading hf.datasets to loading msdataset.load
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10029509

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/9931748

1. 修复 palm，gpt3，mplug 模型存在的 finetune 后保存 checkpoint 与原有 checkpoint key 字段存在区别无法使用 from_pretrained 导入的问题
2. 调整 test_finetune_mplug.py 为只保存训练结束时的 checkpoint，减少 ci 耗时
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10016517

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

    * feat: add hand keypoints pipeline

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10014958

    * [to #44702084]fix: ci pip install domain in single commands, find with requirement install failed is complicated.

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10011826

、

1. Support saving the best checkpoint for inference
2. Fix a bug that _max_iters field does not exist in trainer
3. Fix a bug that function in lambda_lr field cannot be saved to file
4. Fix a bug that save_pretrained would not be called by iterating
5. Fix a bug that interval is not passed from BestCkptHook's init
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9972765

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/9934673

    * add face 2d keypoints

![](https://cn-hangzhou.oss-cdn.aliyun-inc.com/git/force/uploads/comment/251924/40165669611078357/image.png)
fill mask pipeline 测试时间过长

这个task测了4个模型。从保证代码正确性的功能角度看，只测一个bert类(比如sbert中文），一个roberta类（veco)。减少测试的模型数量以减少测试时长。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10006556

    * skip sbert_en&bert_ch to save ci time