Batch Normalization in neural networks - EXPLAINED!

Let's talk batch normalization in neural networks
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[1] Code for this video: github.com/ajhalthor/deep-lea...
[2] Batch Normalization main paper: arxiv.org/pdf/1502.03167.pdf
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option B , my thought . . . definitely it is unstable as it is a ellipse and not a circle .
the red represents high loss ( peak ) , gree is less loss ( valley ) . . . seeing this a little change along y axis ( Param 2 ) quickly leads us to the valley ( high slope ) giving large loss jumps.

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B,A,C