BatchNorm vs LayerNorm

Two normalizations, perpendicular axes. BatchNorm standardises each feature down the batch; LayerNorm each example across its features. Shrink the batch and watch BatchNorm collapse at size 1, the exact reason transformers use LayerNorm.

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