This project implements and benchmarks parallel training algorithms for deep neural networks from scratch in C. It demonstrates expertise in high-performance computing, parallel programming paradigms, ...
Base code: Rockstar ( (c) 2011 Peter Behroozi) Repository: https://bitbucket.org/gfcstanford/rockstar/src/main/ Science/Documentation Paper: https://ui.adsabs.harvard ...
Abstract: This paper presents HPC-in-Containers, a novel containerized parallel computing environment using Docker. It is designed to facilitate learning parallel programming concepts, where users do ...
Abstract: Human activity recognition (HAR) using sensor data has become increasingly important in applications such as healthcare monitoring, fitness tracking, and smart environments. However, ...
From smart phones, to multi-core CPUs and GPUs, to the world's largest supercomputers, parallel processing is ubiquitous in modern computing. The goal of this course is to provide a deep understanding ...
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