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According to the Cambridge Dictionary saturation means the act or result of filling a thing or place completely so that no more can be added In this context, it refers to a function for which a bigger input will not lead to a relevant increase in output. So if the gradient is saturated (meaning it is extremely close to zero), a bigger upstream gradient ...

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