Add benchmark documentation

[officialasishkumar]

📝 Description

Type:: 🚀 feature

Added benchmarks documentation

📌 Resources

Examples, notebooks, and links to useful references.

🚦 Testing

How did you test these changes?

• Testing pipeline
• Other method (describe)
• My changes can't be tested (explain why)

☑️ Checklist

• I requested two reviewers for this pull request
• I updated the documentation according to my changes
• I built the documentation by applying the build_docs label

Note: If you are not allowed to perform any of these actions, ping (@) a contributor.

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[tardis-bot]

*beep* *bop*
Hi human,
I ran ruff on the latest commit (94e22fc).
Here are the outputs produced.
Results can also be downloaded as artifacts here.
Summarised output:

Complete output(might be large):

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 69.30%. Comparing base (186a8fb) to head (94e22fc).
Report is 5 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #2763      +/-   ##
==========================================
- Coverage   69.82%   69.30%   -0.53%     
==========================================
  Files         191      192       +1     
  Lines       15021    15048      +27     
==========================================
- Hits        10489    10429      -60     
- Misses       4532     4619      +87     

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

[tardis-bot]

*beep* *bop*

Hi, human.

The docs workflow has succeeded ✔️

Click here to see your results.