docs: developer docs for the universal unit tests

[njzjz]

Fix #3736.

Summary by CodeRabbit

• Documentation
  • Updated documentation to include information on creating models in various backends (PyTorch, DP).
  • Added sections on unit tests and regression tests for ensuring consistency across different backends.
  • Incorporated icons and notes to denote supported backends in the documentation.
  • Added a TensorFlow icon in the "Create a model in TensorFlow" section.

[coderabbitai]

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)	✅

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Recent review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between e65759b and 1d60923.

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)

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[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.

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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.

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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.

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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.

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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.

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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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[coderabbitai]

Actionable comments posted: 2

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 82.87%. Comparing base (58b8944) to head (1d60923).
Report is 118 commits behind head on devel.

Additional details and impacted files

@@            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     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[coderabbitai]

Actionable comments posted: 1

Outside diff range and nitpick comments (1)

doc/development/create-a-model-pt.md (1)

Line range hint 11-11: Comma needed for clarity.

Adding a comma before "you'll need to" improves the readability and grammatical correctness of the sentence.

- To incorporate your custom model you'll need to:
+ To incorporate your custom model, you'll need to:

Tools

LanguageTool

[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)