pytorch/executorch
Apr 2025 – Jun 2025
2 Months active
Languages Used
Python
Technical Skills
PyTorchbackend developmentmachine learningtensor operationsunit testingTensor operations
Iliyan Georgiev
PROFILE
Iliyan Georgiev
Worked on enhancing the Arm backend in the pytorch/executorch repository, focusing on reliability, performance, and operator coverage for machine learning workloads. Developed features such as non-persistent buffer support in placeholder processing, GELU operator implementations, and alias_copy operator integration, all supported by comprehensive unit tests to ensure maintainability. Introduced partial support for index.Tensor operations on 4D tensors, adding safety checks and a dedicated visitor to improve portability and prevent unsupported usages. Leveraged Python and PyTorch for backend development and tensor operations, emphasizing code quality and maintainability while streamlining operator support and reducing legacy complexity in the execution pipeline.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
4Total
Bugs
0
Commits
4
Features
4
Lines of code
1,678
Activity Months2
Your Network
900 peopleSame Organization
@arm.com538
Work History
June 2025
1 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for pytorch/executorch focusing on Arm backend enhancements and test coverage. Overview: Implemented partial support for index.Tensor on 4D tensors in the Arm backend, introducing safety checks to prevent unsupported usages (slicing, ellipsis) and adding a new visitor to handle index.Tensor operations. This work improves portability of 4D tensor indexing on Arm devices and lays groundwork for broader tensor-indexing capabilities across platforms.
1 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for pytorch/executorch focusing on Arm backend enhancements and test coverage. Overview: Implemented partial support for index.Tensor on 4D tensors in the Arm backend, introducing safety checks to prevent unsupported usages (slicing, ellipsis) and adding a new visitor to handle index.Tensor operations. This work improves portability of 4D tensor indexing on Arm devices and lays groundwork for broader tensor-indexing capabilities across platforms.
June 2025
April 2025
3 Commits • 3 Features
Apr 1, 2025Concise monthly summary for 2025-04 focusing on Arm backend enhancements in the pytorch/executorch repository. The month delivered three high-impact features with emphasis on reliability, performance, and operator coverage. Tests and utilities were added to support ongoing maintainability and quality assurance. The work aligns with performance and portability goals while reducing legacy complexity.
April 2025
3 Commits • 3 Features
Apr 1, 2025Concise monthly summary for 2025-04 focusing on Arm backend enhancements in the pytorch/executorch repository. The month delivered three high-impact features with emphasis on reliability, performance, and operator coverage. Tests and utilities were added to support ongoing maintainability and quality assurance. The work aligns with performance and portability goals while reducing legacy complexity.
Activity
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Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture85.0%
Performance80.0%
AI Usage30.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
PyTorchTensor operationsbackend developmentmachine learningtensor operationstestingunit testing
Repositories Contributed To
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