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SAE: new options face_style_power, bg_style_power instead of style_power. Zero - means dont use style.

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SAE: new option 'lighter_encoder'.
Now model settings can be overrided by pressing enter in 2 seconds while model loading (works on Windows).
Removed all MultiGPU models, because keras multi_gpu in fact doesn't work.
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iperov 2019-01-10 18:28:12 +04:00
parent c3f175862a
commit 48d0123f0b
9 changed files with 158 additions and 139 deletions
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3
models/Model_DF/Model.py
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@ -29,9 +29,6 @@ class Model(ModelBase):
self.autoencoder_src = Model([ae_input_layer,mask_layer], self.decoder_src(self.encoder(ae_input_layer)))
self.autoencoder_dst = Model([ae_input_layer,mask_layer], self.decoder_dst(self.encoder(ae_input_layer)))
if self.is_training_mode:
self.autoencoder_src, self.autoencoder_dst = self.to_multi_gpu_model_if_possible ( [self.autoencoder_src, self.autoencoder_dst] )
self.autoencoder_src.compile(optimizer=Adam(lr=5e-5, beta_1=0.5, beta_2=0.999), loss=[DSSIMMaskLoss([mask_layer]), 'mse'] )
self.autoencoder_dst.compile(optimizer=Adam(lr=5e-5, beta_1=0.5, beta_2=0.999), loss=[DSSIMMaskLoss([mask_layer]), 'mse'] )