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The oneAPI Software Abstraction for Heterogeneous Computing
oneAPI is a cross-industry, open, standards-based unified programming model. The oneAPI specification extends existing developer programming models to enable a diverse set of hardware through language, a set of library APIs, and a low-level hardware...
Enabling NAMD for Intel Xe
NAMD is a prominent parallel molecular dynamics application designed for high performance computing of large biomolecular systems. This session focuses on the development of NAMD for Intel GPUs using oneAPI/DPC++ by porting the efficient NAMD...
Inference with ArrayFire and oneAPI
Session will demonstrate a simple ML inference pipeline using the OpenCL interop of oneAPI. The ArrayFire library and the derivative Flashlight project will be introduced and used as motivating examples. Data will flow from the...
Visual Analysis Challenges in the Age of Data
Ninety percent of all data in the world has been created in the past two years alone, at a rate of exabytes per day. New data of all kinds — structured, unstructured, quantitative, qualitative, spatial,...
A Synergistic Approach for Abstracting Hardware Heterogeneity and Reducing Algorithmic Complexity: Powering HiCMA with oneAPI for HPC Scientific Applications
We leverage performance of HPC scientific applications using tile low-rank matrix computations. The idea consists in revisiting tile algorithms using low-rank matrix approximations by exploiting the data sparsity of the dense operator coming from computational...
Parallel Programming Models and SYCL in the UK’s Exascale Programs
The UK is investing heavily in getting its science codes ready for the Exascale era. The ExCALIBUR project is a 5-year, £45M program focused on codes and algorithms, getting them ready for Exascale architectures. A...