Is a Loss value of perfect 0.0 possible? Has anybody achieved it?

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ugramund
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Is a Loss value of perfect 0.0 possible? Has anybody achieved it?

Post by ugramund »

Supposing that somebody is an owner of a GPU farm & also a deepfake specialist, having a high quality data sets of 2 persons with similar faces & he is only training to convert for a video of only 10 seconds length in which the face is facing the center all the time, is it possible that he can achieve a loss value of perfect 0.0 if he is willing to train for, let say 3 months?

I would like to know the views on this from Mr[mention]bryanlyon[/mention] & Mr[mention]torzdf[/mention] as they are the experts in this field, have contacts with other experts like [mention]chrisume[/mention], have seen the deepfake world more than any of us & I assume they have a great hardware setup so they might have done many high quality swaps by now.

In love with the the RealFace model.

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Re: Is a Loss value of perfect 0.0 possible? Has anybody achieved it?

Post by torzdf »

I would say "no", but it is lengthy discussion with many, many potential variables

My word is final

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bryanlyon
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Re: Is a Loss value of perfect 0.0 possible? Has anybody achieved it?

Post by bryanlyon »

Perfect loss is mathematically impossible. There is absolutely no way for this to happen and has been proven mathematically.

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