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
Iliyan Georgiev contributed to the pytorch/executorch repository by developing and enhancing features for the Arm backend, focusing on reliability, performance, and operator coverage. He implemented non-persistent buffer support in placeholder processing, introduced both exact and approximate GELU operator implementations, and added alias_copy operator functionality while streamlining operator support. In addition, Iliyan delivered partial support for index.Tensor operations on 4D tensors, incorporating safety checks and a dedicated visitor to improve portability and prevent unsupported usages. His work, primarily in Python and leveraging PyTorch and advanced tensor operations, demonstrated a strong emphasis on maintainability, comprehensive testing, and backend development depth.
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
786 people
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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