google/heir
Mar 2025 – Mar 2025
1 Month active
Languages Used
C++MLIRPython
Technical Skills
Build Systems (CMake/Bazel)C++Code GenerationCompiler DevelopmentDomain-Specific Languages (DSLs)MLIR
Jianming Tong
PROFILE
Jianming Tong
Developed core Python code generation capabilities for the google/heir project by introducing the JaxiteWord dialect and its emitter, enabling seamless translation of MLIR operations into Python code for the JaxiteWord library API. This work established a bridge between MLIR and Python, supporting new types such as ciphertext and modulus_list, and implemented a ciphertext addition operation. The effort included updates to the build system using CMake and Bazel, as well as the creation of basic tests with the Lit framework to validate functionality. The approach demonstrated depth in compiler development, code generation, and domain-specific language integration within a modern toolchain.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
834
Activity Months1
Your Network
4766 peopleSame Organization
@google.com4703
Benedict OdaiMember
Craig IngramMember
KayyuriMember
Scott SuarezMember
Agent2Agent (A2A) BotMember
Andreas AbelMember
Aadi KapurMember
Aadish GoelMember
Aahil MehtaMember
Work History
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 focused on delivering the JaxiteWord Python code generation capabilities for the google/heir project, establishing the core bridge between MLIR and Python and laying the groundwork for seamless Python usage of the JaxiteWord library API. Key features and integration work completed in this period include a new JaxiteWord Dialect and its emitter, enabling Python code generation for the dialect, as well as updates to the build system and basic tests to validate functionality.
2 Commits • 1 Features
Mar 1, 2025March 2025 focused on delivering the JaxiteWord Python code generation capabilities for the google/heir project, establishing the core bridge between MLIR and Python and laying the groundwork for seamless Python usage of the JaxiteWord library API. Key features and integration work completed in this period include a new JaxiteWord Dialect and its emitter, enabling Python code generation for the dialect, as well as updates to the build system and basic tests to validate functionality.
March 2025
Activity
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Quality Metrics
Correctness95.0%
Maintainability95.0%
Architecture95.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++MLIRPython
Technical Skills
Build Systems (CMake/Bazel)C++Code GenerationCompiler DevelopmentDomain-Specific Languages (DSLs)MLIRPythonTesting Frameworks (Lit)
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