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Koki Ibukuro

PROFILE

Koki Ibukuro

Worked on targeted memory management improvements in the TensorFlow Lite GPU path, focusing on enabling 16KB page size alignment for the shared library within the tensorflow/tensorflow repository. This feature was implemented through a single, production-ready C++ commit, designed to optimize memory usage and enhance performance on compatible hardware. The approach involved low-level GPU programming and careful integration with TensorFlow’s existing infrastructure, ensuring stable deployment and compatibility. Leveraging expertise in C++ development and GPU programming, the work addressed a specific hardware optimization need, laying the groundwork for broader performance gains in future TensorFlow Lite GPU deployments without introducing new bugs.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
4
Activity Months1

Work History

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 monthly summary focused on delivering a targeted memory-management improvement in the TensorFlow Lite GPU path and setting the stage for broader performance gains on compatible hardware. Key work centered on enabling 16KB page size alignment for the TensorFlow Lite GPU shared library, with a clear, production-ready commit ensuring stable deployment.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

C++ developmentGPU programmingTensorFlow

Repositories Contributed To

1 repo

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

tensorflow/tensorflow

Jul 2025 Jul 2025
1 Month active

Languages Used

C++Python

Technical Skills

C++ developmentGPU programmingTensorFlow