Abstract: Large language models (LLMs) have been massively applied to many tasks, often surpassing state-of-the-art approaches. While their effectiveness in code generation has been extensively ...
Abstract: Deep Learning is one of the most popular techniques of Machine Learning (ML) but also one of the most computationally intensive and energy-demanding task in High-Performance Computing (HPC), ...
As data analytics has become an important application for modern data management systems, a new category of data management system has appeared recently: the scalable linear algebra system. We argue ...
Cyclops is a parallel (distributed-memory) numerical library for multidimensional arrays (tensors) in C++ and Python. Quick documentation links: C++ and Python. Broadly, Cyclops provides tensor ...
DynaSim is an open-source MATLAB/GNU Octave toolbox for rapid prototyping of neural models and batch simulation management. It is designed to speed up and simplify the process of generating, sharing, ...
Este repositório contém o código fonte, resultados e análise de um estudo aprofundado sobre otimização de multiplicação de matrizes (GEMM) para precisão simples (FP32) em uma única núcleo da ...
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