pytorch/pytorch
May 2025 – Apr 2026
5 Months active
Languages Used
PythonC++CMakecmake
Technical Skills
Build SystemsPythonWindows DevelopmentC++ developmentCMakeCUDA
Tijana Vukovic
PROFILE
Tijana Vukovic
Over five months, contributed to the pytorch/pytorch repository by engineering robust build and packaging solutions for Windows, CUDA, and ROCm environments. Addressed critical issues in cross-platform build systems using C++, CMake, and Python, including stabilizing ROCm-enabled PyTorch builds on Windows, resolving undefined symbol and linker errors, and improving HIP SDK detection. Enhanced developer experience by enabling source builds for AOTriton on Windows and fixing DLL export attributes for CUDA compatibility. The work focused on reducing CI failures, improving installation reliability, and ensuring template resolution across CUDA/ROCm builds, demonstrating depth in GPU programming, library management, and cross-platform development workflows.
Overall Statistics
Feature vs Bugs
17%Features
Repository Contributions
7Total
Bugs
5
Commits
7
Features
1
Lines of code
62
Activity Months5
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2489 peopleSame Organization
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Shared Repositories
928
Work History
April 2026
2 Commits
Apr 1, 2026April 2026 — Key contributions centered on build stability and cross-platform compatibility in pytorch/pytorch. Delivered two high-impact fixes that remove entrenched CI blockers and enable smoother cross-device builds for CUDA/ROCm and Windows. - CUDA/ROCm Build Stability - Template Resolution: Moved rocblas/rocblas.h out of an anonymous namespace to expose necessary types/templates, resolving template resolution errors and compilation failures on CUDA/ROCm builds. Commit b76b89be65877371208f901c6a8205d05f947a64. PR 178767. Approved by: https://github.com/jeffdaily - Windows DLL Linkage for Batch Normalization: Fixed Windows DLL export attributes for the batch normalization function to resolve redeclaration warnings and CUDA compatibility issues. Change forward declaration from TORCH_API to TORCH_CUDA_CU_API for _get_cudnn_batch_norm_reserve_space_size. Commit c07d2221c6172acdeec3658040fd453bdbb51272. PR 179706. Approved by: https://github.com/jeffdaily
2 Commits
Apr 1, 2026April 2026 — Key contributions centered on build stability and cross-platform compatibility in pytorch/pytorch. Delivered two high-impact fixes that remove entrenched CI blockers and enable smoother cross-device builds for CUDA/ROCm and Windows. - CUDA/ROCm Build Stability - Template Resolution: Moved rocblas/rocblas.h out of an anonymous namespace to expose necessary types/templates, resolving template resolution errors and compilation failures on CUDA/ROCm builds. Commit b76b89be65877371208f901c6a8205d05f947a64. PR 178767. Approved by: https://github.com/jeffdaily - Windows DLL Linkage for Batch Normalization: Fixed Windows DLL export attributes for the batch normalization function to resolve redeclaration warnings and CUDA compatibility issues. Change forward declaration from TORCH_API to TORCH_CUDA_CU_API for _get_cudnn_batch_norm_reserve_space_size. Commit c07d2221c6172acdeec3658040fd453bdbb51272. PR 179706. Approved by: https://github.com/jeffdaily
April 2026
October 2025
1 Commits • 1 Features
Oct 1, 2025Monthly summary for 2025-10 focused on delivering Windows AOTriton runtime support in PyTorch. The work centers on enabling Windows users to build and run AOTriton by compiling from source, addressing platform-specific binary availability and ensuring smooth cross-platform build parity.
October 2025
1 Commits • 1 Features
Oct 1, 2025Monthly summary for 2025-10 focused on delivering Windows AOTriton runtime support in PyTorch. The work centers on enabling Windows users to build and run AOTriton by compiling from source, addressing platform-specific binary availability and ensuring smooth cross-platform build parity.
July 2025
1 Commits
Jul 1, 2025July 2025 monthly summary for pytorch/pytorch: Implemented a critical Windows ROCm/HIP version detection fix to stabilize builds and improve developer experience. The patch ensures the HIP SDK is correctly detected on Windows, preventing build failures and enabling smoother integration with ROCm. This work reduces CI flakiness and accelerates onboarding for Windows users working with ROCm/HIP.
1 Commits
Jul 1, 2025July 2025 monthly summary for pytorch/pytorch: Implemented a critical Windows ROCm/HIP version detection fix to stabilize builds and improve developer experience. The patch ensures the HIP SDK is correctly detected on Windows, preventing build failures and enabling smoother integration with ROCm. This work reduces CI flakiness and accelerates onboarding for Windows users working with ROCm/HIP.
July 2025
June 2025
2 Commits
Jun 1, 2025June 2025 monthly summary for pytorch/pytorch focused on stabilizing ROCm Windows builds. Delivered targeted fixes to resolve undefined symbol and linker issues in the ROCm Windows path, enabling reliable linking for ROCm-enabled PyTorch on Windows and reducing build-time blockers for users and CI. Key outcomes: - Addressed rocsolver_ssyevd_strided_batched undefined symbol error and ensured MIOpen symbols are linked and exposed for ROCm compatibility. - Implemented two commits that fix Windows ROCm linking: b2d473c8f8a6d0677940c174b38511f5ab3c3b65 and 968f90ce7344223c788eeba59200cc22b9f94dcd. - Improved Windows ROCm build stability, lowering runtime linkage failures and enabling broader adoption of ROCm-enabled PyTorch on Windows. Technologies/skills demonstrated: - C++/build system modifications, Windows-specific linker debugging, ROCm stack (rocSOLVER, MIOpen) symbol exposure, and PyTorch build/configuration workflows. Business value: - Reduces cross-platform build blockers, accelerates onboarding for Windows ROCm users, and enhances reliability of production deployments relying on ROCm-enabled PyTorch. Top 3-5 achievements: 1) Resolved undefined symbol errors for rocsolver on Windows in ROCm-enabled PyTorch. 2) Fixed linker errors after exposing MIOpen symbols to ROCm build path. 3) Achieved stable Windows ROCm linking in PyTorch CI/builds, enabling broader Windows ROCm adoption. 4) Documented and encapsulated fixes in commit messages for traceability.
June 2025
2 Commits
Jun 1, 2025June 2025 monthly summary for pytorch/pytorch focused on stabilizing ROCm Windows builds. Delivered targeted fixes to resolve undefined symbol and linker issues in the ROCm Windows path, enabling reliable linking for ROCm-enabled PyTorch on Windows and reducing build-time blockers for users and CI. Key outcomes: - Addressed rocsolver_ssyevd_strided_batched undefined symbol error and ensured MIOpen symbols are linked and exposed for ROCm compatibility. - Implemented two commits that fix Windows ROCm linking: b2d473c8f8a6d0677940c174b38511f5ab3c3b65 and 968f90ce7344223c788eeba59200cc22b9f94dcd. - Improved Windows ROCm build stability, lowering runtime linkage failures and enabling broader adoption of ROCm-enabled PyTorch on Windows. Technologies/skills demonstrated: - C++/build system modifications, Windows-specific linker debugging, ROCm stack (rocSOLVER, MIOpen) symbol exposure, and PyTorch build/configuration workflows. Business value: - Reduces cross-platform build blockers, accelerates onboarding for Windows ROCm users, and enhances reliability of production deployments relying on ROCm-enabled PyTorch. Top 3-5 achievements: 1) Resolved undefined symbol errors for rocsolver on Windows in ROCm-enabled PyTorch. 2) Fixed linker errors after exposing MIOpen symbols to ROCm build path. 3) Achieved stable Windows ROCm linking in PyTorch CI/builds, enabling broader Windows ROCm adoption. 4) Documented and encapsulated fixes in commit messages for traceability.
May 2025
1 Commits
May 1, 2025May 2025 monthly summary for pytorch/pytorch focusing on Windows ROCm wheel packaging fix and packaging improvements.
1 Commits
May 1, 2025May 2025 monthly summary for pytorch/pytorch focusing on Windows ROCm wheel packaging fix and packaging improvements.
May 2025
Activity
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Quality Metrics
Correctness97.2%
Maintainability91.4%
Architecture88.6%
Performance85.8%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++CMakePythoncmake
Technical Skills
Build SystemsC++C++ developmentCMakeCUDACross-Platform DevelopmentGPU programmingLibrary ManagementPythonROCm integrationWindows Developmentbuild systemscmake
Repositories Contributed To
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