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
Akshay contributed to the tenstorrent/tt-mlir repository, focusing on enhancing TTKernel dialect capabilities and improving build reliability for MLIR-based workflows. Over three months, he stabilized out-of-tree MLIR dialect integration by refining CMake build system configuration and resolving dependency and linking issues, which improved CI stability and downstream usability. He extended the compiler’s IR with new binary tile operations and lifecycle controls, implementing these features in C++ and MLIR while adding robust tests and EmitC lowering logic. Akshay’s work demonstrated depth in compiler development, domain-specific languages, and low-level optimization, addressing both functional enhancements and infrastructure robustness within embedded systems contexts.
Overall Statistics
Feature vs Bugs
60%Features
Repository Contributions
5Total
Bugs
2
Commits
5
Features
3
Lines of code
371
Activity Months3
Your Network
92 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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