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Commit 56f3657c authored by leufen1's avatar leufen1
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changed dense layer

parent a9640da6
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5 merge requests!319add all changes of dev into release v1.4.0 branch,!318Resolve "release v1.4.0",!300include cnn class,!271Resolve "create CNN model class",!259Draft: Resolve "WRF-Datahandler should inherit from SingleStationDatahandler"
Pipeline #62680 passed
......@@ -82,7 +82,6 @@ class CNN(AbstractModelClass):
Build the model.
"""
x_input = keras.layers.Input(shape=self._input_shape)
kernel = (self.kernel_size, 1)
x_in = keras.layers.Conv2D(filters=16, kernel_size=(73, 1),
kernel_initializer=self.kernel_initializer,
kernel_regularizer=self.kernel_regularizer)(x_input)
......@@ -97,10 +96,10 @@ class CNN(AbstractModelClass):
kernel_regularizer=self.kernel_regularizer)(x_in)
x_in = self.activation()(x_in)
x_in = keras.layers.Flatten()(x_in)
x_in = keras.layers.Dense(64, kernel_initializer=self.kernel_initializer,
x_in = keras.layers.Dense(128, kernel_initializer=self.kernel_initializer,
kernel_regularizer=self.kernel_regularizer)(x_in)
x_in = self.activation()(x_in)
x_in = keras.layers.Dense(16, kernel_initializer=self.kernel_initializer,
x_in = keras.layers.Dense(32, kernel_initializer=self.kernel_initializer,
kernel_regularizer=self.kernel_regularizer)(x_in)
x_in = self.activation()(x_in)
x_in = keras.layers.Dense(self._output_shape)(x_in)
......
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