deepmodeling / deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics
https://docs.deepmodeling.com/projects/deepmd/
GNU Lesser General Public License v3.0
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docs: developer docs for the universal unit tests #3921

Closed njzjz closed 1 day ago

njzjz commented 1 week ago

Fix #3736.

Summary by CodeRabbit

coderabbitai[bot] commented 1 week ago
Walkthrough ## Walkthrough The documentation changes enhance the instructions for creating models across various backends, notably PyTorch and DP, and introduce unit tests for these models. Additionally, regression tests ensure consistency across different backends. The updates clarify supported backends with icons and provide detailed sections on universal and consistent tests. ## Changes | File | Change Summary | |------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------| | `doc/development/create-a-model-pt.md` | Updated to include instructions for creating models in various backends, added icons for supported backends, and detailed explanations for universal and consistent tests. | | `doc/development/create-a-model-tf.md` | Added TensorFlow icon to the section title `Create a model in TensorFlow`. | ## Assessment against linked issues | Objective | Addressed | Explanation | |-------------------------------------------------|-----------|-------------------------------------------------| | UT develop docs for new added models. (#3736) | ✅ | |

Recent review details **Configuration used: CodeRabbit UI** **Review profile: CHILL**
Commits Files that changed from the base of the PR and between e65759b13c0bc9e4d3cb512c73a1644e03e2bb73 and 1d60923e684ff39ca91e526a69c376f2fe82be5e.
Files selected for processing (1) * doc/development/create-a-model-pt.md (2 hunks)
Additional context used
LanguageTool
doc/development/create-a-model-pt.md
[style] ~9-~9: In American English, abbreviations like “etc.” require a period. Context: ...ules such as data processing, trainner, etc, you may want to read this section. To... (ETC_PERIOD) --- [typographical] ~11-~11: It seems that a comma is missing. Context: ...is section. To incorporate your custom model you'll need to: 1. Register and implem... (IN_ORDER_TO_VB_COMMA)
Additional comments not posted (6)
doc/development/create-a-model-pt.md (6)
`1-1`: **Title updated to reflect broader scope.** The title change from "Create a model in PyTorch" to "Create a model in other backends" accurately reflects the expanded content. The addition of icons for PyTorch and DP enhances visual recognition and clarity. --- `4-4`: **Clear indication of supported backends.** The documentation explicitly lists the supported backends (PyTorch and DP) with corresponding icons, which enhances user understanding at a glance. --- `6-6`: **Clarification on backend applicability.** This line effectively clarifies that while PyTorch is used as an example, the information is applicable to other listed backends as well, preventing any confusion about the scope of the documentation. --- `173-179`: **Comprehensive unit testing approach outlined.** The section thoroughly explains the structure and purpose of universal tests, including specific scenarios tested, which is crucial for ensuring model robustness across different conditions. --- `181-182`: **Guidance on adding new models to tests.** Clear instructions are provided for integrating new models into the existing test framework, which is essential for maintaining consistency and coverage. --- `184-184`: **Emphasis on cross-backend consistency testing.** Highlighting the importance of regression tests for feature parity across backends is vital for ensuring a uniform experience regardless of the backend used.
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codecov[bot] commented 1 week ago

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 82.87%. Comparing base (58b8944) to head (1d60923). Report is 5 commits behind head on devel.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## devel #3921 +/- ## ========================================== + Coverage 82.72% 82.87% +0.14% ========================================== Files 519 520 +1 Lines 50539 50679 +140 Branches 3017 3015 -2 ========================================== + Hits 41810 42001 +191 + Misses 7793 7740 -53 - Partials 936 938 +2 ```

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