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Stonepia

PROFILE

Stonepia

Tong Su focused on stabilizing and improving reliability in deep learning workflows across two repositories. For intel/torch-xpu-ops, Tong addressed flaky test failures by implementing a targeted workaround that skips the Polygamma Float16 test on affected CPUs, enhancing CI stability and accelerating feedback for code reviews. In liguodongiot/transformers, Tong resolved GPU model export failures by introducing device-aware tensor handling in the convert_and_export_with_cache function, ensuring compatibility across diverse GPU configurations. Working primarily in Python with PyTorch, Tong’s contributions centered on debugging, model exporting, and robust testing, demonstrating depth in diagnosing and resolving nuanced hardware and software integration issues.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

2Total
Bugs
2
Commits
2
Features
0
Lines of code
84
Activity Months2

Work History

July 2025

1 Commits

Jul 1, 2025

July 2025 monthly summary for liguodongiot/transformers: Delivered a GPU model export compatibility fix for convert_and_export_with_cache, hardened tensor device handling, and improved export reliability across diverse GPU configurations. This work reduces export failures and enhances deployment readiness across hardware setups.

November 2024

1 Commits

Nov 1, 2024

Month 2024-11 focused on stabilizing the test suite for the intel/torch-xpu-ops repository by implementing a targeted workaround to prevent CPU-specific flaky failures. The effort prioritized reliability and faster feedback for developers during PR reviews and CI runs.

Activity

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Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance90.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Deep LearningMachine LearningModel ExportingPyTorchdebuggingsoftware developmenttesting

Repositories Contributed To

2 repos

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

intel/torch-xpu-ops

Nov 2024 Nov 2024
1 Month active

Languages Used

Python

Technical Skills

debuggingsoftware developmenttesting

liguodongiot/transformers

Jul 2025 Jul 2025
1 Month active

Languages Used

Python

Technical Skills

Deep LearningMachine LearningModel ExportingPyTorch

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