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I implemented BatchNorm, LayerNorm, and GroupNorm from scratch to see what they actually do to neuron activations [D]

I kept seeing BatchNorm/LayerNorm in model definitions without really understanding the assumptions behind each one, so I implemented all three (batch, layer, group) from scratch and ran them side by side on a simple 3-l

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