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Today's tutorial covers weight standardization, a normalization technique for training neural networks. It is often used in conjunction with group normalization for optimal performance. The main results show that weight standardization used with group norm can outperform batch norm and group norm alone in terms of image net top one accuracy. It is important to familiarize yourself with group normalization before diving into weight standardization.