pytorch/executorch
Oct 2024 – Jan 2025
3 Months active
Languages Used
C++CMakebashpython
Technical Skills
C++CMakeEmbedded SystemsC++ developmentembedded systemsperformance monitoring
Zingo Andersen
PROFILE
Zingo Andersen
Worked on the pytorch/executorch repository to enhance Arm backend configurability, performance monitoring, and automated testing. Delivered build-time memory pool sizing via CMake, enabling flexible memory management and performance tuning for Arm deployments. Improved performance observability for Ethos-U85 by adding PMU counters and aligning instrumentation with ARM capabilities, supporting more accurate profiling and targeted optimizations. Developed an Arm backend testing framework, integrating Python and bash scripting to automate CI workflows and streamline test environment setup for TOSA, Ethos-U55, and Ethos-U85 models. Focused on embedded systems, C++ development, and CI/CD, the work emphasized maintainability, validation speed, and integration reliability.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
3Total
Bugs
0
Commits
3
Features
3
Lines of code
255
Activity Months3
Your Network
363 peopleSame Organization
@zingo.org1
Work History
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025: Delivered Arm Backend Testing Framework and CI Integration for pytorch/executorch. Enhanced Arm backend test coverage by adding a dedicated setup script for Arm baremetal tools and updating CI workflows to automatically run tests for TOSA, Ethos-U55, and Ethos-U85 models, improving validation speed, reliability, and integration into the CI pipeline.
1 Commits • 1 Features
Jan 1, 2025January 2025: Delivered Arm Backend Testing Framework and CI Integration for pytorch/executorch. Enhanced Arm backend test coverage by adding a dedicated setup script for Arm baremetal tools and updating CI workflows to automatically run tests for TOSA, Ethos-U55, and Ethos-U85 models, improving validation speed, reliability, and integration into the CI pipeline.
January 2025
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024: Focused on improving performance observability for Ethos-U85 in executorch, enabling more precise profiling and data-driven optimizations. No major bug fixes were recorded this month; overall progress positions Ethos-U85 optimization pipeline for future sprints.
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024: Focused on improving performance observability for Ethos-U85 in executorch, enabling more precise profiling and data-driven optimizations. No major bug fixes were recorded this month; overall progress positions Ethos-U85 optimization pipeline for future sprints.
October 2024
1 Commits • 1 Features
Oct 1, 2024Monthly summary for 2024-10 focused on Arm backend configurability in pytorch/executorch. Delivered build-time configurability for memory pool sizes via CMake options to enable performance tuning and flexible memory management on Arm deployments. Implemented through a single commit that exposes memory pool size configuration from CMake (Arm backend: Make memory pool sizes configrable from cmake (#5841)), hash cf18ceda2c36ad447a57a2e5c534beed4de76339.
1 Commits • 1 Features
Oct 1, 2024Monthly summary for 2024-10 focused on Arm backend configurability in pytorch/executorch. Delivered build-time configurability for memory pool sizes via CMake options to enable performance tuning and flexible memory management on Arm deployments. Implemented through a single commit that exposes memory pool size configuration from CMake (Arm backend: Make memory pool sizes configrable from cmake (#5841)), hash cf18ceda2c36ad447a57a2e5c534beed4de76339.
October 2024
Activity
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Quality Metrics
Correctness93.4%
Maintainability80.0%
Architecture80.0%
Performance86.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++CMakebashpython
Technical Skills
C++C++ developmentCI/CDCMakeEmbedded SystemsPythonbash scriptingembedded systemsperformance monitoringtesting
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