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Commit bd656226 authored by stadtler1's avatar stadtler1
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added a comment for the loss function

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video_prediction_savp/video_prediction/models/vanilla_convLSTM_model.py
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...@@ -69,6 +69,7 @@ class VanillaConvLstmVideoPredictionModel(BaseVideoPredictionModel): ...@@ -69,6 +69,7 @@ class VanillaConvLstmVideoPredictionModel(BaseVideoPredictionModel):
print("self.x_hat_context_frames,",self.x_hat_context_frames) print("self.x_hat_context_frames,",self.x_hat_context_frames)
#self.context_frames_loss = tf.reduce_mean( #self.context_frames_loss = tf.reduce_mean(
# tf.square(self.x[:, :self.context_frames, :, :, 0] - self.x_hat_context_frames[:, :, :, :, 0])) # tf.square(self.x[:, :self.context_frames, :, :, 0] - self.x_hat_context_frames[:, :, :, :, 0]))
# This is the loss function (RMSE):
self.total_loss = tf.reduce_mean( self.total_loss = tf.reduce_mean(
tf.square(self.x[:, self.context_frames:, :, :, 0] - self.x_hat_context_frames[:, (self.context_frames-1):-1, :, :, 0])) tf.square(self.x[:, self.context_frames:, :, :, 0] - self.x_hat_context_frames[:, (self.context_frames-1):-1, :, :, 0]))
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