HyperGAN
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HyperGAN
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Examples
2D
Text
Classification
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Training a GAN
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Components
GAN
Generator
Discriminator
Layers
Loss
Latent
Trainer
Optimizer
Train Hook
Adversarial Norm
Weight Constraint
Stabilizing Training
JARE
Learning Rate Dropout
Gradient Penalty
Rolling Memory
Other GAN implementations
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Adversarial Norm
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examples
1
{
2
"class"
:
"function:hypergan.train_hooks.adversarial_norm_train_hook.AdversarialNormTrainHook"
,
3
"gammas"
:
[
-
1e12
,
1e12
],
4
"offset"
:
1.0
,
5
"loss"
:
[
6
"dg"
7
],
8
"mode"
:
"fake"
9
},
10
{
11
"class"
:
"function:hypergan.train_hooks.adversarial_norm_train_hook.AdversarialNormTrainHook"
,
12
"gamma"
:
-
1e12
,
13
"offset"
:
1.0
,
14
"loss"
:
[
15
"d"
16
],
17
"mode"
:
"real"
18
}
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Components - Previous
Train Hook
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Weight Constraint
Last modified
1yr ago
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