iree-org/iree
Mar 2026 – Apr 2026
2 Months active
Languages Used
C++MLIR
Technical Skills
C++ developmentopen-source integrationalgorithm designcompiler developmentdata structuresperformance optimization
Jelle Schühmacher
PROFILE
Jelle Schühmacher
Worked on the IREE compiler repository, focusing on both upstream integration and performance optimization. Delivered data tiling and encoding enhancements for convolution operations, introducing infrastructure and dispatch path updates to improve data locality and throughput. Used C++ and MLIR to implement tiling hints and encoding support, laying the groundwork for future benchmarking of convolution workloads. Maintained strong alignment with the OpenXLA stableHLO project by synchronizing dependencies and resolving an upstream issue, which improved build stability and reduced test flakiness. Demonstrated skills in compiler development, algorithm design, and open-source integration while collaborating across teams to ensure reproducible builds and streamlined releases.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
2Total
Bugs
1
Commits
2
Features
1
Lines of code
505
Activity Months2
Your Network
113 peopleWork History
April 2026
1 Commits • 1 Features
Apr 1, 2026In April 2026, delivered data tiling and encoding enhancements for convolution operations in the IREE compiler (iree-org/iree). The work focuses on enabling end-to-end tiling optimizations, improving data locality, and paving the way for higher throughput on convolution workloads. No major bugs fixed this month; emphasis was on feature delivery, code quality, and preparing for performance benchmarking.
1 Commits • 1 Features
Apr 1, 2026In April 2026, delivered data tiling and encoding enhancements for convolution operations in the IREE compiler (iree-org/iree). The work focuses on enabling end-to-end tiling optimizations, improving data locality, and paving the way for higher throughput on convolution workloads. No major bugs fixed this month; emphasis was on feature delivery, code quality, and preparing for performance benchmarking.
April 2026
March 2026
1 Commits
Mar 1, 2026March 2026: IREE maintained strong upstream alignment by synchronizing with the latest stableHLO from OpenXLA and addressing a related upstream issue. The upstream integration merged the stableHLO commit b744df4fa70f, dropping local commits to stay aligned with upstream, and fixed issue #23545. This work reduces divergence, stabilizes downstream builds, and improves CI reliability. Demonstrated expertise in dependency synchronization, cross-repo collaboration, and reproducible build/test pipelines.
March 2026
1 Commits
Mar 1, 2026March 2026: IREE maintained strong upstream alignment by synchronizing with the latest stableHLO from OpenXLA and addressing a related upstream issue. The upstream integration merged the stableHLO commit b744df4fa70f, dropping local commits to stay aligned with upstream, and fixed issue #23545. This work reduces divergence, stabilizes downstream builds, and improves CI reliability. Demonstrated expertise in dependency synchronization, cross-repo collaboration, and reproducible build/test pipelines.
Activity
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Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance90.0%
AI Usage40.0%
Skills & Technologies
Programming Languages
C++MLIR
Technical Skills
C++ developmentalgorithm designcompiler developmentdata structuresopen-source integrationperformance optimization
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