tenstorrent/tt-mlir
Oct 2025 – Oct 2025
1 Month active
Languages Used
C++MLIRPython
Technical Skills
API DevelopmentBufferizationC++ DevelopmentCode GenerationCompiler DevelopmentDomain Specific Languages (DSL)
Boyana Norris
PROFILE
Boyana Norris
During October 2025, Ben Norris enhanced the tenstorrent/tt-mlir repository by expanding TTNN to TTIR conversion to support Matmul and reduction operations, introducing a common base class to streamline code generation. He developed the D2MGenericReplaceGlobals pass, optimizing global variable access within d2m.generic operations by replacing indirect calls with direct operand references. Ben also implemented Python bindings for d2m CBType, exposing C++ functionality to Python and ensuring robust test coverage. Additionally, he created the TTCoreOneShotBufferizePass to preserve MetalLayoutAttr during bufferization, maintaining layout attributes through tensor-to-memref conversions. His work demonstrated depth in C++, MLIR, and Python development.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
4
Lines of code
1,347
Activity Months1
Your Network
390 people
Work History
October 2025
5 Commits • 4 Features
Oct 1, 2025October 2025 monthly summary focusing on key accomplishments, features delivered, and impact for tenstorrent/tt-mlir. The month prioritized expanding feature support, optimizing access patterns, and extending Python integration to strengthen the end-to-end MLIR pipeline and user adoption.
5 Commits • 4 Features
Oct 1, 2025October 2025 monthly summary focusing on key accomplishments, features delivered, and impact for tenstorrent/tt-mlir. The month prioritized expanding feature support, optimizing access patterns, and extending Python integration to strengthen the end-to-end MLIR pipeline and user adoption.
October 2025
Activity
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Quality Metrics
Correctness96.0%
Maintainability92.0%
Architecture92.0%
Performance88.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++MLIRPython
Technical Skills
API DevelopmentBufferizationC++ DevelopmentCode GenerationCompiler DevelopmentDomain Specific Languages (DSL)Intermediate RepresentationIntermediate Representation (IR) ManipulationIntermediate Representation ConversionMLIRPass DevelopmentPython DevelopmentTensor OperationsTesting
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