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update gan options README.md

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doc/features/gan-options/README.md
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Allows you to use one-sided label smoothing and noisy labels when training the discriminator. Allows you to use one-sided label smoothing and noisy labels when training the discriminator.
- [ONE-SIDED LABEL SMOOTHING](#one-sided-label-smoothing) - [ONE-SIDED LABEL SMOOTHING](#one-sided-label-smoothing)
- [USAGE](#usage) - [NOISY LABELS](#noisy-labels)
## ONE-SIDED LABEL SMOOTHING ## ONE-SIDED LABEL SMOOTHING
@ -29,7 +29,7 @@ target label value = 1 - (label smoothing value)
[0.1] GAN label smoothing ( 0 - 0.5 ?:help ) : 0.1 [0.1] GAN label smoothing ( 0 - 0.5 ?:help ) : 0.1
``` ```
## Noisy labels ## NOISY LABELS
> make the labels the noisy for the discriminator: occasionally flip the labels when training the discriminator > make the labels the noisy for the discriminator: occasionally flip the labels when training the discriminator
- [How to Train a GAN? Tips and tricks to make GANs work](https://github.com/soumith/ganhacks/blob/master/README.md#6-use-soft-and-noisy-labels) - [How to Train a GAN? Tips and tricks to make GANs work](https://github.com/soumith/ganhacks/blob/master/README.md#6-use-soft-and-noisy-labels)