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nikolatmic

PROFILE

Nikolatmic

Worked on the EPFL-LAP/dynamatic repository to enhance MLIR compiler infrastructure, focusing on multi-output support in the cf-to-handshake lowering pass. Developed argument classification logic in C++ and MLIR, enabling robust categorization of function arguments and correct mapping of outputs to consuming operations. Extended the lowering process to instantiate multi-result handshake operations at the C-level, supporting richer IR transformations and more expressive hardware description workflows. Authored comprehensive documentation in Markdown detailing usage and conventions, and implemented automated tests to verify correct instantiation and cleanup. The work emphasized low-level optimization, compiler design, and thorough validation to improve reliability and maintainability.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

4Total
Bugs
0
Commits
4
Features
2
Lines of code
597
Activity Months2

Work History

June 2025

3 Commits • 1 Features

Jun 1, 2025

June 2025 performance-summary for EPFL-LAP/dynamatic: Delivered the core enhancement for MLIR Op Instantiation at the C-Level with multi-output support (CfToHandshake lowering). This includes lowering placeholder functions into multi-result handshake.instance ops, enabling richer MLIR workflows and more expressive IR transformations. A comprehensive documentation package was published detailing usage, conventions, pass logic, and a full end-to-end example. Automated tests were added to verify correct instantiation generation (inputs/outputs/rewiring) and ensure removal of unused function calls.

April 2025

1 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary for EPFL-LAP/dynamatic: Delivered argument classification for the cf-to-handshake pass to support multi-output MLIR operations. Implemented classification logic that categorizes function arguments into inputs, outputs, and parameters, and mapped output arguments to their consuming operations, enabling correct propagation through the pipeline and paving the way for future multi-output support. This work enhances correctness, reduces downstream integration effort, and improves overall handshaking reliability.

Activity

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Quality Metrics

Correctness95.0%
Maintainability85.0%
Architecture90.0%
Performance75.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++MLIRMarkdown

Technical Skills

Compiler DesignCompiler DevelopmentDocumentationHardware Description LanguagesIR TransformationLow-Level OptimizationMLIRTesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

EPFL-LAP/dynamatic

Apr 2025 Jun 2025
2 Months active

Languages Used

C++MLIRMarkdown

Technical Skills

Compiler DevelopmentLow-Level OptimizationMLIRCompiler DesignDocumentationHardware Description Languages