Questions tagged [layer-normalization]

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Where should we place layer normalization in a transformer model?

In Attention Is All You Need paper: That is, the output of each sub-layer is $LayerNorm(x+Sublayer(x))$, where $Sublayer(x)$ is the function implemented by the sub-layer itself. We apply dropout to ...
Alexey Romanov's user avatar
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When should one not use Normalization Techniques in a deep learning models?

When should one not use normalization between layers like Batch Norm, Layer Norm, Instance Norm, and Group Norm in deep learning while training a DL model?
Jivitesh's user avatar
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How to choose proper normalization strategy for the activations?

I am reading a survey on various normalization techniques adopted in neural network architectures. The purpose of introducing normalization is understandable - to stabilize the training and avoid ...
spiridon_the_sun_rotator's user avatar