This repository contains Python code examples demonstrating concepts in inter-process communication, parallel programming, and multithreading. The examples are grouped into two chapters, each ...

Model Parallelism has two types: Inter-layer and intra-layer. We note Inter-layer model parallelism as MP, and intra-layer model parallelism as TP (tensor parallelism). some researchers may call TP ...

Deep Neural Networks (DNNs) have facilitated tremendous progress across a range of applications, including image classification, translation, language modeling, and video captioning. DNN training is ...

In the field of engineering and design, parallelism is a fundamental concept that helps ensure the smooth functioning of various systems and components. This guide will walk you through nine essential ...

Abstract: Central to the power of quantum computing is the concept of quantum parallelism: quantum systems can explore and process multiple computational paths simultaneously. In this paper, we ...

Parallelism used to be the domain of supercomputers working on weather simulations or plutonium decay. It is now part of the architecture of most SoCs. But just how efficient, effective and widespread ...