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Delete tkat.py
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dsid271 - opened
tkat.py
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import tensorflow as tf
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from tensorflow.keras.layers import Layer, Dense
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class TKAT(Layer):
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def __init__(self, units):
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super(AttentionLayer, self).__init__()
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self.W1 = Dense(units)
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self.W2 = Dense(units)
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self.V = Dense(1)
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def call(self, query, values):
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score = self.V(tf.nn.tanh(self.W1(query) + self.W2(values)))
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attention_weights = tf.nn.softmax(score, axis=1)
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context_vector = attention_weights * values
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context_vector = tf.reduce_sum(context_vector, axis=1)
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return context_vector, attention_weights
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