pytorch/torchrec
Nov 2024 – Jul 2025
2 Months active
Languages Used
PythonreStructuredText
Technical Skills
Pythondata structuresdocumentationtechnical writing
Rodrigo de Salvo Braz
PROFILE
Rodrigo De Salvo Braz
Worked on the pytorch/torchrec repository to enhance documentation quality and developer experience, focusing on EmbeddingBagCollection and KeyedJaggedTensor components. Applied Python and technical writing skills to clarify mathematical definitions, standardize sparse data structure usage, and update examples, ensuring consistency with project standards. Addressed a documentation bug by correcting the explanation of KeyedJaggedTensor batch size semantics, reducing user confusion and support overhead. All changes were documentation-only, improving onboarding and aligning API guidance with the underlying data model. The work demonstrated attention to detail in both Python code context and reStructuredText documentation, supporting maintainability and usability for contributors and users.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
3Total
Bugs
1
Commits
3
Features
1
Lines of code
249
Activity Months2
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Work History
July 2025
1 Commits
Jul 1, 2025July 2025 (2025-07): TorchRec repository (pytorch/torchrec) documentation improvement for KeyedJaggedTensor batch size semantics. The batch size is clarified as the length of the lengths tensor divided by the number of keys, not the number of features divided by the lengths tensor. This aligns API guidance with the underlying data model and supported workflows. Implemented as a documentation-only change tied to commit a65363eeb6bd0f52a6ca3c33145b6926438a4120 (Correction of documentation on KeyjaggedTensor implied batch size (#3197)). The fix reduces user confusion and support overhead without introducing code changes.
1 Commits
Jul 1, 2025July 2025 (2025-07): TorchRec repository (pytorch/torchrec) documentation improvement for KeyedJaggedTensor batch size semantics. The batch size is clarified as the length of the lengths tensor divided by the number of keys, not the number of features divided by the lengths tensor. This aligns API guidance with the underlying data model and supported workflows. Implemented as a documentation-only change tied to commit a65363eeb6bd0f52a6ca3c33145b6926438a4120 (Correction of documentation on KeyjaggedTensor implied batch size (#3197)). The fix reduces user confusion and support overhead without introducing code changes.
July 2025
November 2024
2 Commits • 1 Features
Nov 1, 2024November 2024: Focused on improving developer experience and maintainability for PyTorch TorchRec by delivering comprehensive EmbeddingBagCollection documentation improvements. This included clarifying mathematical definitions, updating examples, and ensuring consistency in sparse data structure usage. The work enhances onboarding, reduces support load, and aligns with TorchRec documentation standards across the repository.
November 2024
2 Commits • 1 Features
Nov 1, 2024November 2024: Focused on improving developer experience and maintainability for PyTorch TorchRec by delivering comprehensive EmbeddingBagCollection documentation improvements. This included clarifying mathematical definitions, updating examples, and ensuring consistency in sparse data structure usage. The work enhances onboarding, reduces support load, and aligns with TorchRec documentation standards across the repository.
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
PythonreStructuredText
Technical Skills
Pythondata structuresdocumentationtechnical writing
Repositories Contributed To
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