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Shyamli Agrawal

PROFILE

Shyamli Agrawal

Worked on GPU compilation pipelines in the Intel-tensorflow/tensorflow and openxla/xla repositories, focusing on autotuner pass placement and offline autotuning infrastructure. Developed configurable debug options in C++ to control GEMM and Conv autotuning pass ordering, enabling performance experimentation and standardization across TensorFlow and XLA. Enhanced backend flexibility by introducing version-aware cache keys and protobuf-based schemas for offline autotuning, while refactoring code to remove unused experimental cache logic. Leveraged skills in compiler design, performance optimization, and system architecture to streamline backend workflows, reduce remote tuning dependencies, and lay a scalable foundation for future performance improvements in GPU workloads.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

5Total
Bugs
1
Commits
5
Features
3
Lines of code
1,053
Activity Months2

Work History

May 2026

3 Commits • 1 Features

May 1, 2026

May 2026 monthly summary for openxla/xla focused on accelerating offline autotuning capabilities and simplifying the autotuner codebase. Delivered version-aware cache key support and protobuf-based schema groundwork to enable offline-first autotuning, while removing dead code to improve maintainability and clarity. This set of changes strengthens backend flexibility, reduces remote tuning dependency, and establishes a scalable foundation for future performance optimizations.

April 2026

2 Commits • 2 Features

Apr 1, 2026

April 2026: Delivered configurable autotuner pass placement for GEMM/Conv in GPU compilation pipelines across TensorFlow and XLA, enabling performance experimentation and cross-repo consistency.

Activity

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Quality Metrics

Correctness96.0%
Maintainability88.0%
Architecture96.0%
Performance84.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++proto

Technical Skills

C++C++ developmentCompiler designGPU programmingPerformance optimizationbackend developmentcode refactoringprotobufsoftware architecturesystem design

Repositories Contributed To

2 repos

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

openxla/xla

Apr 2026 May 2026
2 Months active

Languages Used

C++proto

Technical Skills

Compiler designGPU programmingPerformance optimizationC++C++ developmentbackend development

Intel-tensorflow/tensorflow

Apr 2026 Apr 2026
1 Month active

Languages Used

C++

Technical Skills

Compiler designGPU programmingPerformance optimization