Performance Evaluation of Swin Vision Transformer Model using Gradient Accumulation Optimization Technique

Vision Transformers (ViTs) have emerged as a promising approach for visual recognition tasks, revolutionizing the field by leveraging the power of transformer-based architectures. Among the various ViT models, Swin Transformers have gained considerable attention due to their hierarchical design and...

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Veröffentlicht in:	arXiv.org 2023-07
Hauptverfasser:	Aburass, Sanad, Dorgham, Osama
Format:	Artikel
Sprache:	eng
Schlagworte:	Accumulation Model accuracy Optimization Optimization techniques Performance evaluation Training Vision Visual tasks
Online-Zugang:	Volltext
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