Method of managing the execution of tasks of a multithreaded program according to a given dependency graph

• Дата: 2024
• Автори: Terentiev, R.V., Ivanenko, P.А.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2024
• Теми: vision transformers; generative models; image classification; pre-training; transfer learning; UDC 004.855.5
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/643
• Назва журналу: Problems in programming

This article examines the effectiveness of pre-training generative model based on a visual transformer and subsequent fine tuning for image classification tasks. The main problem of the study is the poor training efficiency of the visual transformer on a limited amount of data. It is possible to imp...