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Oracle claims to have the largest AI supercomputer in the cloud with 16 zettaFLOPS of peak performance, 800,000 Nvidia GPUs

Oracle has announced what it calls the largest AI supercomputer in the cloud, the OCI Zettascale10. The company claims the system can deliver 16 zettaFLOPS of peak performance across 800,000 Nvidia ...
IEEE

A Survey of Performance Tuning Techniques and Tools for Parallel Applications

Abstract: Automatic parallelization of sequential programs combined with auto-tuning is an alternative to manual parallelization. With wider research directions and the increased number of performance ...
IEEE

Performance Modeling and Tuning for DFT Calculations on Heterogeneous Architectures

Abstract: Tuning scientific code for heterogeneous computing architecture is a growing challenge. Not only do we need to tune the code to multiple architectures, but also we need to select or schedule ...
Journal of Medical Internet Research

Interdisciplinary Development and Fine-Tuning of CARDIO, a Large Language Model for Cardiovascular Health Education in HIV Care: Tutorial

Through comprehensive data curation and scraping, systematic benchmarking, and a dual-stage fine-tuning pipeline, CARDIO’s performance improved markedly (accuracy 5.0, readability 4.98, ...