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Sanskar Prasad

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Sanskar Prasad

In February 2026, Sanspras Prasobh enhanced the PyTorch Profiler within the pytorch/pytorch repository by integrating compilation events into its profiling output. Using Python and leveraging backend development and performance profiling skills, Sanspras introduced a thread-local logging mechanism that captures detailed compilation phases during profiler traces. This approach improved profiling accuracy by isolating events to individual threads, reducing cross-thread noise and enabling developers to analyze compilation performance more effectively. The work addressed a key need for better observability in Dynamo-backed workflows, providing tangible value by accelerating optimization cycles and supporting more precise root-cause analysis during performance debugging and testing.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
1
Lines of code
382
Activity Months1

Work History

February 2026

2 Commits • 1 Features

Feb 1, 2026

February 2026: Delivered enhanced profiling observability for PyTorch by integrating compilation events into the PyTorch Profiler. The feature adds a thread-local logging mechanism to capture compilation phases within profiler traces, improving visibility for developers and accelerating performance debugging during compilation. This work strengthens the profiling toolchain for the Dynamo-backed workflows and provides tangible business value through faster optimization cycles and better root-cause analysis.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

backend developmentperformance profilingtesting

Repositories Contributed To

1 repo

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

pytorch/pytorch

Feb 2026 Feb 2026
1 Month active

Languages Used

Python

Technical Skills

backend developmentperformance profilingtesting

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