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Comments (2)

ukamath avatar ukamath commented on July 4, 2024

I could get it working by changing the code in mann_sentiment_analysis.py

layers

    if self.activity_regularizer:
        encoding = Dense(self.n_hiddens,
                         activation='sigmoid',
                         name='encoded'
                         )
        self.activity_regularizer.set_layer(encoding)
        
    else:
        encoding = Dense(self.n_hiddens,
                         activation='sigmoid',
                         name='encoded')
    prediction = Dense(2,
                       activation='softmax',
                       name='pred')
    # encoding
    encoded_s = encoding(input_s)
    encoded_t = encoding(input_t)
    # prediction
    pred_s = prediction(encoded_s)
    pred_t = prediction(encoded_t)
    # model definition
    self.nn = Model(input=[input_s,input_t],
                    output=[pred_s,pred_t])
    if self.activity_regularizer:
        self.nn.get_layer('encoded').activity_regularizer=self.activity_regularizer

from mann.

wzell avatar wzell commented on July 4, 2024

Thank you for the solution!

from mann.

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