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
We will present our recent results of integrating oneAPI programming model into SeisSol, a software package for simulating seismic waves and earthquake dynamics. During the talk, we are going to demonstrate a set of comparisons...
Video • Aug 22, 2021This work proposes a new design for online planning for intelligent agents modelled as POMDPs. We introduce an online planner enhanced with Bloom filter memory which we implement and evaluate on a low-power CPU+GPU SoC....
Video • Aug 22, 2021Arhat is a cross-platform deep learning framework that converts neural network descriptions into lean standalone executable code. This approach provides significant benefits because of a simple and straightforward deployment process. Arhat is integrated with Intel...
Video • Aug 22, 2021The CEED Bake-off Problems are a collection of benchmarks representing important compute-intensive kernels and solvers relevant to high-order finite and spectral element methods, such as those used in the Nek5000 CFD code. In this talk...
Video • Aug 22, 2021We showcase how to use Intel Extension for PyTorch (IPEX) for training and inference on the MedMNIST datasets, a collection of 10 MNIST-like open datasets on various medical imaging classification tasks such as pathology images,...
Video • Aug 22, 2021For shared memory programming of GPGPU systems, users either have to manually run their domain decomposition along available GPUs as well as GPU Tiles. Or leverage implicit scaling mechanisms that transparently scale their offload code...
Video • Aug 22, 2021