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

    * adapt to msdataset for EasyCV

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9673243

    * refactor inputs format of model forward

1. 修复 mplug 模型接口问题
2. 修复 mplug inference 不支持 batch 输入问题
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10052321

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/10045468

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10029585

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10021802

    * fix to_torch_dataset

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/10019738

    * [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/9961906

    * feat: add hand keypoints pipeline

CR Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9995250

1. add resumable dataset upload
2. add large data upload (up to 48.8TB)

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/10012143

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10011795

    * [to #42322933] 新增FER人脸属性识别

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10009052

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/10000642

    * rename runtime.txt  to framework.txt

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

    * update test video for movie scene segmentation

ocr_detection加上当图片中没有文字时报错的error msg
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10001490

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

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

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9970626

    * fix trainer unittest

接入tinynas-detection，新增tinynas object detection pipeline以及tinynas models。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9938220

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9974293

add Deberta v2 modeling and fill_mask task, with master merged
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9966511

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9987197

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/9938140