espressif/llvm-project
Jan 2025 – Jan 2025
1 Month active
Languages Used
C++MLIRTableGen
Technical Skills
Compiler DevelopmentDialect DevelopmentDomain-Specific Languages (DSLs)IR DesignType System Design
Jerry-Ge
PROFILE
Jerry-ge
Worked on the espressif/llvm-project repository to enhance the Tosa dialect by introducing explicit shape representation and aligning operations with TOSA v1.0 specifications. Developed the Tosa_Shape type and ConstShapeOp, updating TileOp to leverage these new shape semantics for greater flexibility in model representation. Refactored PadOp to accept padding as a !tosa.shape type, improving compliance and interoperability with evolving TOSA standards. Focused on compiler and dialect development using C++, MLIR, and TableGen, with an emphasis on type system design and IR architecture. The work prioritized feature delivery and long-term maintainability, supporting downstream tooling and improved portability across platforms.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
813
Activity Months1
Your Network
664 peopleSame Organization
@arm.com538
Work History
January 2025
2 Commits • 2 Features
Jan 1, 2025January 2025 (espressif/llvm-project): Delivered two feature enhancements focusing on Tosa dialect shape handling and alignment with TOSA v1.0, enabling more expressive and interoperable model representations. Key features delivered include explicit shape support and padding semantics updates: (1) Tosa_Shape type and ConstShapeOp added, updating TileOp to leverage the new shape semantics. (2) PadOp padding updated to use !tosa.shape instead of a tensor, aligning with TOSA v1.0 specifications. No major bugs reported this month; the effort concentrated on feature delivery and architectural alignment to support downstream tooling and long-term efficiency. Technologies and skills demonstrated include LLVM MLIR dialect development, type-system extensions for shape representation, cross-repo code alignment with TOSA specs, and preparing for improved portability and tooling interoperability.
2 Commits • 2 Features
Jan 1, 2025January 2025 (espressif/llvm-project): Delivered two feature enhancements focusing on Tosa dialect shape handling and alignment with TOSA v1.0, enabling more expressive and interoperable model representations. Key features delivered include explicit shape support and padding semantics updates: (1) Tosa_Shape type and ConstShapeOp added, updating TileOp to leverage the new shape semantics. (2) PadOp padding updated to use !tosa.shape instead of a tensor, aligning with TOSA v1.0 specifications. No major bugs reported this month; the effort concentrated on feature delivery and architectural alignment to support downstream tooling and long-term efficiency. Technologies and skills demonstrated include LLVM MLIR dialect development, type-system extensions for shape representation, cross-repo code alignment with TOSA specs, and preparing for improved portability and tooling interoperability.
January 2025
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++MLIRTableGen
Technical Skills
Compiler DevelopmentDialect DevelopmentDomain-Specific Languages (DSLs)IR DesignType System Design
Repositories Contributed To
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