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Zac Cranko

PROFILE

Zac Cranko

Developed and integrated XLA profiling data deserialization into Jaxlib within the tensorflow/tensorflow repository, enabling programmatic access to detailed profiling information from XLA’s XPlane format. This work involved designing new C++ classes and methods for data serialization, leveraging the Bazel build system for efficient compilation and test-driven development to ensure reliability. Comprehensive unit tests were added to validate the new functionality, supporting improved observability, debugging, and performance analysis for Jaxlib workloads. By facilitating faster optimization cycles and deeper insight into profiling data, the contribution enhanced the performance tuning workflows for users working with Python and C++ in this ecosystem.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
1
Lines of code
426
Activity Months1

Your Network

4703 people

Work History

July 2025

2 Commits • 1 Features

Jul 1, 2025

July 2025 monthly summary for tensorflow/tensorflow: Delivered XLA Profiling Data Deserialization in Jaxlib, adding functionality to deserialize XLA's XPlane profiling data into Jaxlib with new classes/methods and comprehensive tests. No major bugs fixed this month. Impact: enables programmatic access to detailed profiling data, improving observability, debugging, and performance tuning workflows; supports faster optimization cycles for Jaxlib-related workloads. Technologies/skills demonstrated: XLA profiling formats (XPlane), Jaxlib integration, test-driven development, code contributions (two commits).

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage40.0%

Skills & Technologies

Programming Languages

BazelC++Python

Technical Skills

Bazel build systemC++ developmentData serializationProfiling and performance analysisPython developmentUnit testing

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

BazelC++Python

Technical Skills

Bazel build systemC++ developmentData serializationProfiling and performance analysisPython developmentUnit testing