As artificial intelligence transforms from niche to omnipresent, the increased diversity of use-cases and workloads presents an ever-expanding set of platform challenges. With a lot...
Video • Aug 20, 2022
In this session we will talk about the challenges faced by developers that would like to enhance their applications with AI and ML. We will talk about how developers are quickly becoming the main drivers...
Video • Aug 20, 2022Deep learning is developing rapidly, and the computational requirements for model development continue to increase. This is due to the fact that computationally intensive learning is performed over and over again by changing hyper-parameters and...
Video • Aug 20, 2022Intel Software Guard Extensions (SGX) provides a hardware protect environment for confidential computing. However, migrating applications into SGX is not an easy job, it requires engineer effort as well as good understand about security and...
Video • Aug 20, 2022Aurora at Argonne National Laboratory is one of US DOE’s exa-scale supercomputers that will be deployed in 2022. OneAPI provides all essential components for porting applications to Aurora with optimal performance. OneAPI Intel Advisor roofline...
Video • May 21, 2022You are already deeply invested in OpenMP for Multicore, so now just a few additions will launch your code into the xPU era! OpenMP* is a popular, portable, and widely supported programming model. OpenMP provides...
Video • May 21, 2022In this tutorial, we will introduce the Cache-aware Roofline Model (CARM) and expose its basic principles when modelling the performance upper-bounds of Intel CPU and GPU devices. For this purpose, we will rely on epistasis...
Video • May 21, 2022