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autoencoder t1_iwwyabp wrote

> the value quickly gets NaN

Sounds like numerical issues. That could be caused by a too high learning rate.

What does your training error look like across iterations? If it jumps all over the place (increasing a lot maybe), then it's too high, as the step sizes overshoot their targets repeatedly.

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IWantAGrapeInMyMouth t1_iwxqrxp wrote

every time i've gotten NaN values it was due to a high learning rate so I second this.

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