Pytorch Tutorial: BatchNorm vs LayerNorm скачать в хорошем качестве

Pytorch Tutorial: BatchNorm vs LayerNorm

BatchNorm vs LayerNorm: A Comprehensive PyTorch Tutorial In this tutorial, we dive deep into two fundamental normalization techniques in deep learning: Batch Normalization and Layer Normalization. Learn the key differences, when to use each, and practical implementation tips in PyTorch. 📚 CHAPTERS: 00:00 BatchNorm vs LayerNorm: A Comprehensive PyTorch Tutorial 01:11 Part 1: Batch Normalization 04:02 Part 2: Layer Normalization 06:20 Key Differences Between BatchNorm and LayerNorm 07:10 Training vs Evaluation Behavior 07:59 Batch Size Sensitivity 08:43 Why LayerNorm is More Popular Recently 10:32 Practical Guidelines 11:44 Conclusion