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Aastha Shah

PROFILE

Aastha Shah

Worked on enhancing profiling capabilities in the pytorch/pytorch repository by delivering an upgrade to the Strobelight GPUEvent Profiler. Focused on enabling argument value and type recording for ATEN operators, the work involved updating the Dispatcher to accept additional parameters for argument addresses and types within profiling calls. This approach allowed for more granular and precise performance analysis of GPU workloads during operator execution. The implementation was carried out using C++ and leveraged expertise in GPU programming and profiling techniques. The contribution improved the depth of instrumentation available to developers, supporting more detailed investigation of performance characteristics in PyTorch.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
20
Activity Months1

Work History

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 monthly summary focusing on profiling feature delivery and code-level contributions to pytorch/pytorch. Delivered enhanced Strobelight GPUEvent Profiler with argument recording for ATEN operators, enabling argument values and types to be captured for improved profiling granularity. Updated Dispatcher to accept additional parameters for argument addresses and types in profiling calls, enabling more precise performance analysis on GPU workloads.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++ developmentGPU programmingProfiling and performance analysis

Repositories Contributed To

1 repo

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

pytorch/pytorch

Jul 2025 Jul 2025
1 Month active

Languages Used

C++

Technical Skills

C++ developmentGPU programmingProfiling and performance analysis