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Yahya Alhinai's Projects

eig-kl-algorithm icon eig-kl-algorithm

Circuit Partitioning Accelerator utilizing EIG and KL algorithms, leveraging sparse matrix methods and eigenvector computation. Optimize ratio cuts and reduce runtime for large circuits like IBM18. Create a hybrid EIG+KL solution for performance comparison.

evals icon evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

heterocl icon heterocl

HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

tapa icon tapa

TAPA is an extension to high-level synthesis (HLS) C++ for task-parallel programs. ***Prefer https://github.com/UCLA-VAST/tapa for issues & pull requests***

tgn icon tgn

TGN: Temporal Graph Networks

tinyml icon tinyml

Ultra-efficient 1D neural network on ARM-STM32 MCU, achieving 97.5% accuracy with just 6ms latency in detecting life-threatening ventricular arrhythmias

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