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MMEngine community collaboration 🚀 ! #916

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HAOCHENYE opened this issue Feb 8, 2023 · 23 comments
Open

MMEngine community collaboration 🚀 ! #916

HAOCHENYE opened this issue Feb 8, 2023 · 23 comments

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@HAOCHENYE
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HAOCHENYE commented Feb 8, 2023

MMEngine community collaboration

Interested in deeply participating in OpenMMLab projects? Want to learn more about OpenMMLab's awesome tools? MMEngine calls for volunteers from the community to participate in daily development!! MMEngine will update feature requests or bug fixes tasks regularly.

If you are a new bee to the open source project, and not familiar with MMEngine. Don't worry, there are always some easy tasks for you to start with, such as document translation or typo fixes. You'll be familiar with how to post a PR and discuss it with other developers in this process 😄 , just enjoy it! 🚀 .

If you are a senior developer, but not familiar with MMEngine, you can also participate in some tasks of developing independent modules, such as customizing a learning rate scheduler or a hook. This will help you to get familiar with MMEngine's code structure and data flow.

If you are a senior developer, and familiar with MMEngine, you can participate in some challenging tasks. These tasks commonly involve more than one module and require discussion with other developers to come up with a reasonable design.

We'll update the tasks marked with different difficulty levels regularly, and you can pick a task as you wish while enjoying your coffee. Don't feel burdened by picking a task. Participating in open source is a matter of interest, and just complete it in your free time!

We appreciate all contributions to improve MMEngine 🤝.

Getting started (Easy)!

If you are not familiar with how to submit a PR, please follow the CONTRIBUTING or CONTRIBUTING_zh-CN to get started!

Click to expand
Task Task Type Discription Difficulty Status
Filter the frozen `Parameter` in `DefaultOptimWrapperConstructor` Enhancement See issue #1245 for more details ⭐️ 🤍 pick me!

Intermediate Task

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Task Task Type Discription Difficulty Status
Develop a training example for detection tasks Enhancement See issue #1171 for more details ⭐️⭐️⭐️ 🤍 pick me!
Distinguish training/testing saving directory Enhancement See issue #671 for more details ⭐️⭐️ ❤️ Picked! #1036 Thanks to @shufanwu
Clear some type: ignore flags Code style Adjust mypy configuration and clean the unnecessary "# type: ignore". Just open a new discussion if you want to pick this task! ⭐️⭐️⭐️ 🤍 pick me!
Support gather operation in NCCL backend Enhancement Since gather will raise an error in nccl backend, it could be better to use torch.cuda.comm.gather to keep the compatibility. This task will solve issue #84. ⭐️⭐️⭐️ ❤️ Picked! #1061 Thanks to @sh0622-kim
Using rich to beautify the ProgressBar in MMEngine Enhancement Using rich to beautify the ProgressBar in MMEngine. See #989 for details ⭐️⭐️⭐️ ❤️ Picked! #998 @Dominic23331
Support dumping datasets to pkl file Enhancement Support dumping datasets to pkl file. See #896 for details ⭐️⭐️⭐️ ❤️ picked #1037 Thanks to @shufanwu
Synchronize the model buffer before saving the checkpoint and evaluating the model. Enhancement Synchronize the model buffer before saving the checkpoint and evaluating the model. See #1057 for details ⭐️⭐️⭐️ 🤍 pick me!
Support profiling the testing/validation process of all ranks by `ProfilerHook`. Enhancement Support profiling the testing/validation process of all ranks by `ProfilerHook. See #1087 for details ⭐️⭐️⭐️ 🤍 pick me!
Improve Visualizer Rendering Speed with OpenCV Backend Enhancement Improve Visualizer Rendering Speed with OpenCV Backend. See #1101 for details ⭐️⭐️⭐️ 🤍 pick me!

Advanced Tasks

Click to expand
Task Task Type Discription Difficulty Status

Finished Tasks

Click to expand
Task Task Type Discription Status
Fix Visuliazer that built vis_backends will not be used when save_dir is None Enhancement Fix Visuliazer that built vis_backends will not be used when save_dir is None. See #1267 for details. ❤️ #1275 Thanks to @Xinyu302
Support comparing two `Config` object Enhancement Support comparing two `Config` object. See #1076 for details ❤️ #1260 Thanks to @gachiemchiep
Add a parameter to control when to save checkpoints Enhancement Add a parameter to control when to save checkpoints. See #1192 for details. ❤️ #1271 Thanks to @KerwinKai
Translate the Introduction to English. Enhancement Translate the get_started/introduction to English ❤️ #1189 Thanks to @evdcush
More accurate learning displaying Bug Fixes The learning rate in the log will show the first params_group in the optimizer, rather than the base learning rate of the optimizer. See issue #482 for more details ❤️ #1019 Thanks to @AkideLiu
Distributed training with MLflowVisBackend crashes on multiple close() called Enhancement See issue #1144 for more details ❤️ #1151 Thanks to @zimonitrome
Translate the Abstract Data Element tutorial to English. Enhancement Translate the advanced_tutorials/data_element to English ❤️ #1067 Thanks to @xin-li-67
Add an option to control whether to use rich progress bar in BaseInference Enhancement Add an option to control whether to use rich progress bar in BaseInferencer, see #1112 for more information ❤️ #1135 Thanks to @W-ZN
Develop a training example for nlp tasks Enhancement See issue #1171 for more details ❤️ #1122 Thanks to @TankNee !
Translate the inference docs to English Enhancement Translate the document to English ❤️ #1121 Thanks to @Hongru-Xiao
Make the input and model device types consistent Enhancement Make the input and model device types consistent #1092 ❤️ #1130 Thanks to @CescMessi
No training log when the num of iterations is smaller than the default interval Bug fix No training log when the num of iterations is smaller than the default interval. See more details in issue #935. ❤️ #1046 Thanks to @shufanwu
Customize the worker_init_fn function Enhancement Customize the worker_init_fn function. See more details in issue #933. ❤️ #1038 Thanks to @shufanwu
MessageHub.get_info() supports returning a default value if the key doesn't exit. Enhancement MessageHub.get_info() supports returning a default value if the key doesn't exit. See #988 for details. ❤️#991 Thanks to @enkilee
Translate the Evaluation design to English. Enhancement Translate the design/evaluation to English ❤️ #1062 Thanks to @zccjjj
Fix SyncBufferHook Bux fixes SyncBufferHook does not work properly in IterBasedTrainLoop, See issue #517 for more details. ❤️ #982 Thanks to @Luo-Yihang
Translate the Evaluation tutorial to English. Enhancement Translate the tutorials/evaluation to English ❤️ #1053 Thanks to @LEFTeyex
Translate the Hook Migration documentation to English. Enhancement Translate the migration/hook to English ❤️ #1054 Thanks to @SheffieldCao
Align the evaluation result in log. Enhancement As issue #981 says, it could be better to align the evaluation result to the previous line. This part of code should be enhanced ❤️ #1034 Thanks to @kitecats
Automatically Publish Enhancement Automatically publish models at the end of training. See issue #905 ❤️ #987 Thanks to @KerwinKai
Translate "Model Complexity Analysis" to Chinese Enhancement Translate the document to Chinese ❤️ #969 Thanks to @VoyagerXvoyagerx
Translate "How to set random seed" to English Enhancement Translate the document to English ❤️ #930 Thanks to @xin-li-67
Add "memory" field to the logged file (JSON, Tensorboard, WandB, etc.). Enhancement As issue #963 says, it could be better to add a "memory" key to the tag, and update the unittest. ❤️ #974 Thanks for @enkilee
Beautify the print result of the Registry Enhancement Beautify the print result of the Registry. See issue #335 ❤️ #922 Thanks to @Eiuyc
Translate "How to set the interval parameter" to English Enhancement Translate the document to English ❤️ #964 Thanks to @YuetianW
Translate "Debug Tricks" to English Enhancement Translate the document to English ❤️ #953 Thanks to @enkilee
Translate "Model Analysis" to English Enhancement Translate the document to English ❤️ #956 Thanks to @enkilee

🚀 You can directly pick the task under this issue, and join our WeChat or Discord group for easier communication!

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@HAOCHENYE HAOCHENYE changed the title [WIP] MMEngine community collabration 🚀 ! [WIP] MMEngine community collaboration 🚀 ! Feb 8, 2023
@C1rN09 C1rN09 removed their assignment Feb 8, 2023
@HAOCHENYE HAOCHENYE pinned this issue Feb 9, 2023
@HAOCHENYE HAOCHENYE changed the title [WIP] MMEngine community collaboration 🚀 ! MMEngine community collaboration 🚀 ! Feb 9, 2023
@xin-li-67
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Translate "How to set random seed" to English -> PR#930

@enkilee
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enkilee commented Feb 22, 2023

issue: Translate "Debug Tricks" to English

@HAOCHENYE
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issue: Translate "How to set random seed" to English

Hi! This task has been picked, please choose another one 😆

@enkilee
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enkilee commented Feb 22, 2023

Translate "Debug Tricks" to English

sorry, copy wrong. already changed it.

@enkilee
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enkilee commented Feb 23, 2023

issue: Translate "Model Analysis" to English

@YuetianW
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Translate "How to set the interval parameter" to English -> PR#959

@VoyagerXvoyagerx
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Pick Translate "Model Complexity Analysis" to Chinese o(^▽^)┛

@Hongru0306
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issue: Translate "The inference docs" to English

@YuetianW
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Because of the irregular naming of branch, PR #959 has been closed and all updates from it have been moved to PR #964.

@enkilee
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enkilee commented Mar 1, 2023

pick Add "memory" field to the logged file (JSON, Tensorboard, WandB, etc.).

@KerwinKai
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Pick Automatically Publish, and implementation details are described in #905

@KerwinKai
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Pick Automatically Publish, and implementation details are described in #905

Here is PR #987

@enkilee
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enkilee commented Mar 10, 2023

pick MessageHub.get_info() supports returning a default value if the key doesn't exit.

@Dominic23331
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I want to pick "Using rich to beautify the ProgressBar in MMEngine"

@Dominic23331
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I want to pick "Using rich to beautify the ProgressBar in MMEngine"

Here is PR #998

@AkideLiu
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I want to pick up "More accurate learning displaying" #482

@zsp112
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zsp112 commented Mar 20, 2023

issue:Translate the Introduction to English.

@W-ZN
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W-ZN commented May 4, 2023

I want to pick "Add an option to control whether to use rich progress bar in BaseInferencer, see #1112 for more information"

@W-ZN
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W-ZN commented May 8, 2023

I want to pick "Add an option to control whether to use rich progress bar in BaseInferencer, see #1112 for more information"

Here is PR #1135

@W-ZN
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W-ZN commented May 9, 2023

I want to try to pick "Develop a training example for segmentation tasks"

@MubarakHAlketbi
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discord invitation expired

@HAOCHENYE
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discord invitation expired

updated

@huangjj67
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Both inviations of Discord and Wechat expired.

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