pytorch/executorch
Oct 2024 – Oct 2024
1 Month active
Languages Used
C++MarkdownPython
Technical Skills
API developmentC++ developmentKernel developmentPythonPython programmingTesting frameworks
Tarun Karuturi
PROFILE
Tarun Karuturi
Worked on the pytorch/executorch repository to deliver core feature enhancements and stability improvements for ASR model efficiency. Developed scalar modulus support and introduced an operator profiling toggle, enabling more targeted performance analysis and reduced overhead for smaller models. Improved debugging utilities by refining delegate debug handle generation and aligning tests, while also clarifying internal API stability through refactoring. Enhanced documentation and tutorials to support better onboarding and usage, including updates to XNNPack and export_for_training guides. Utilized C++, Python, and backend development skills to optimize profiling accuracy and streamline embedded system workflows, contributing to more robust and maintainable software architecture.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
16Total
Bugs
2
Commits
16
Features
4
Lines of code
632
Activity Months1
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3459 peopleSame Organization
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Work History
October 2024
16 Commits • 4 Features
Oct 1, 2024October 2024 monthly summary for pytorch/executorch: delivered core feature work, profiling controls, and documentation improvements; stabilized internal API structure; enhanced debugging tooling and profiling accuracy across the Execute stack, delivering measurable business value for ASR deployments and model efficiency.
16 Commits • 4 Features
Oct 1, 2024October 2024 monthly summary for pytorch/executorch: delivered core feature work, profiling controls, and documentation improvements; stabilized internal API structure; enhanced debugging tooling and profiling accuracy across the Execute stack, delivering measurable business value for ASR deployments and model efficiency.
October 2024
Activity
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Quality Metrics
Correctness98.8%
Maintainability92.6%
Architecture93.8%
Performance93.8%
AI Usage25.0%
Skills & Technologies
Programming Languages
C++MarkdownPython
Technical Skills
API developmentC++ developmentKernel developmentPythonPython programmingTesting frameworksVulkanbackend developmentdebuggingdocumentationembedded systemsgraph algorithmsmachine learningperformance optimizationperformance profiling
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