Optimizing throughput of Seq2Seq model training on the IPU platform for AI-accelerated CFD simulations
Abstract Intelligence Processing Units (IPU) have proven useful for many AI applications. In
this paper, we evaluate them within the emerging field of AI for simulation, where traditional …
this paper, we evaluate them within the emerging field of AI for simulation, where traditional …
Transferability of Evasion Attacks in Machine Learning Models
M Gunasekaran - 2023 Annual International Conference on …, 2023 - ieeexplore.ieee.org
Natural language processing to computer vision is among the many applications of machine
learning. Adversarial examples can cause models to misclassify inputs, despite the fact …
learning. Adversarial examples can cause models to misclassify inputs, despite the fact …
Optimization of hybrid parallel application execution in heterogeneous high performance computing systems considering execution time and power consumption
P Rościszewski - arXiv preprint arXiv:1809.07611, 2018 - arxiv.org
Many important computational problems require utilization of high performance computing
(HPC) systems that consist of multi-level structures combining higher and higher numbers of …
(HPC) systems that consist of multi-level structures combining higher and higher numbers of …