How GPU Memory Hierarchy Affects Your Computing Experience

How GPU Memory Hierarchy Affects Your Computing Experience

Introduction The GPU memory hierarchy is increasingly becoming an area of interest for deep learning researchers and practitioners alike. By building an intuition around memory hierarchy, developers can minimize memory access latency, maximize memory bandwidth, and reduce power consumption leading to shorter processing times, accelerated data transfer, and cost-effective compute usage. A thorough understanding of … Read more

CXL Gathers Momentum at FMS 2024

CXL Gathers Momentum at FMS 2024

The CXL consortium has had a regular presence at FMS (which rechristened itself from ‘Flash Memory Summit’ to the ‘Future of Memory and Storage’ this year). Back at FMS 2022, the company had announced v3.0 of the CXL specifications. This was followed by CXL 3.1’s introduction at Supercomputing 2023. Having started off as a host … Read more

Accenture and NVIDIA Strengthen Partnership to Accelerate Deployment and Scaling of AI-Driven Solutions

Accenture and NVIDIA Strengthen Partnership to Accelerate Deployment and Scaling of AI-Driven Solutions

(Rawpixel/Shutterstock) As part of a blockbuster deal between two tech giants, Accenture and NVIDIA have expanded their partnership to form the NVIDIA Business Group to train 30,000 Accenture employees on NVIDIA’s full AI technology stack.  The training’s goal is to equip Accenture employees with the knowledge and skills to help global clients reinvent processes and … Read more

Understanding Adversarial Attacks Using Fast Gradient Sign Method

Understanding Adversarial Attacks Using Fast Gradient Sign Method

Introduction In machine learning and artificial intelligence, adversarial attacks have gained much attention from researchers. These attacks alter the inputs to mislead the model into making wrong predictions. Among these, the Fast Gradient Sign Method (FGSM), is particularly worth mentioning because of its effectiveness and simplicity . The significance of FGSM lies in its ability … Read more