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A Recipe for Training Neural Networks
Andrej Karpathy
“It is allegedly easy to get started with training neural nets. Numerous libraries and frameworks take pride in displaying 30-line miracle snippets that solve your data problems, giving the (false) impression that this stuff is plug and play.”
Still the best antidote to tutorial confidence. Neural nets fail silently, so the discipline is to look at your data and overfit a tiny batch before trusting any loss curve.
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