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3 votes

How to prevent vanishing gradient or exploding gradient?

But what the comment says about exploding gradient when activation functions are saturated (with x >> 5), gradient values tend to increase dramatically is not true. … When activation functions like Sigmoid or tanH saturate, gradient is close to zero …
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