tenstorrent/tt-mlir
Apr 2025 – Jul 2025
3 Months active
Languages Used
CMakeC++MLIR
Technical Skills
Build System ConfigurationCMakeCompiler DevelopmentDomain-Specific LanguagesDomain-Specific Languages (DSLs)IR Optimization
akshaybaviskar
PROFILE
Akshaybaviskar
Worked on the tenstorrent/tt-mlir repository to enhance MLIR dialect integration and extend TTKernel capabilities for embedded and compiler development workflows. Focused on stabilizing build system configuration using CMake, resolving out-of-tree linking and dependency issues to improve CI reliability. Developed new binary tile operations for tensor computation, implemented IR extensions, and added EmitC lowering paths with comprehensive tests. Improved compiler optimization by annotating operations as pure and refined verification logic for dialect operations. Leveraged expertise in C++, MLIR, and domain-specific languages to deliver robust features and lifecycle controls, addressing both low-level optimization and domain-specific requirements in the codebase.
Overall Statistics
Feature vs Bugs
60%Features
Repository Contributions
5Total
Bugs
2
Commits
5
Features
3
Lines of code
371
Activity Months3
Your Network
103 peopleSame Organization
@polymagelabs.com1
Work History
July 2025
1 Commits • 1 Features
Jul 1, 2025Concise monthly summary for July 2025 focused on delivering core TTKernel capability enhancements in tenstorrent/tt-mlir, with clear business value through expanded tensor operation support and robust lowering/tests.
1 Commits • 1 Features
Jul 1, 2025Concise monthly summary for July 2025 focused on delivering core TTKernel capability enhancements in tenstorrent/tt-mlir, with clear business value through expanded tensor operation support and robust lowering/tests.
July 2025
May 2025
3 Commits • 2 Features
May 1, 2025Month: 2025-05 | Tenstorrent TT-MLIR contributions focused on dialect quality, verification robustness, and tiling lifecycle controls.
May 2025
3 Commits • 2 Features
May 1, 2025Month: 2025-05 | Tenstorrent TT-MLIR contributions focused on dialect quality, verification robustness, and tiling lifecycle controls.
April 2025
1 Commits
Apr 1, 2025April 2025 monthly summary: Focused on stabilizing MLIR dialect integration for the tenstorrent/tt-mlir module. Major effort delivered to fix MLIR dialect export/dependency management and to resolve linking and missing package errors for out-of-tree usage. This work enhances build reliability and downstream integration, enabling smoother development cycles and CI stability.
1 Commits
Apr 1, 2025April 2025 monthly summary: Focused on stabilizing MLIR dialect integration for the tenstorrent/tt-mlir module. Major effort delivered to fix MLIR dialect export/dependency management and to resolve linking and missing package errors for out-of-tree usage. This work enhances build reliability and downstream integration, enabling smoother development cycles and CI stability.
April 2025
Activity
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Quality Metrics
Correctness88.0%
Maintainability92.0%
Architecture88.0%
Performance84.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++CMakeMLIR
Technical Skills
Build System ConfigurationCMakeCompiler DevelopmentDomain-Specific LanguagesDomain-Specific Languages (DSLs)Embedded SystemsIR OptimizationIR VerificationLow-Level OptimizationLow-Level Programming
Repositories Contributed To
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