Batch Normalization, Layer Normalization and Root Mean Square Layer Normalization: A Comprehensive Guide with Python Implementations

Introduction Stabilizing and accelerating the training of neural networks often hinge on the normalization techniques employed. While the theory behind normalization appears straightforward, its practical applications come in various flavours, each w...