ROCm/aiter
Nov 2025 – Nov 2025
1 Month active
Languages Used
Python
Technical Skills
Deep LearningGPU ProgrammingMachine LearningPerformance OptimizationPyTorchTriton
Lukasz Burzawa
PROFILE
Lukasz Burzawa
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
3,620
Activity Months1
Your Network
1526 people
Work History
November 2025
2 Commits • 1 Features
Nov 1, 2025November 2025 ROCm/aiter performance month focused on MoE routing and Triton kernel optimizations to support GPTOSS shapes with mixed precision. Delivered significant throughput gains via new kernel definitions, routing improvements, and fused kernels, with a refactor to consolidate Triton MoE code inside the aiter repo. Fused routing kernels for small batches and batch-size tuning to 1024 reduced routing latency and improved end-to-end performance on MoE workloads.
2 Commits • 1 Features
Nov 1, 2025November 2025 ROCm/aiter performance month focused on MoE routing and Triton kernel optimizations to support GPTOSS shapes with mixed precision. Delivered significant throughput gains via new kernel definitions, routing improvements, and fused kernels, with a refactor to consolidate Triton MoE code inside the aiter repo. Fused routing kernels for small batches and batch-size tuning to 1024 reduced routing latency and improved end-to-end performance on MoE workloads.
November 2025
Activity
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Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance100.0%
AI Usage50.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Deep LearningGPU ProgrammingMachine LearningPerformance OptimizationPyTorchTriton
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