The advent of exascale computing presents significant opportunities for advancing computational chemistry, particularly in the accurate modeling of molecular systems. This session explores the integration...
Video • Apr 18, 2025
Deep 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, 2022This session will discuss how to utilize Intel® oneAPI Threading Building Blocks (oneTBB) to balance workloads across heterogenous compute resources. As XPU programming grows, applications should be able to utilize CPU + other devices to...
Video • May 21, 2022