| #Update all the weights | |
| multiplytiplier = tf.stack([tf.tile(tf.slice( | |
| learning_rate_matrix, np.array([i]), np.array([1])), [input_dim]) | |
| for i in range(x*y)]) | |
| delta = tf.multiply( | |
| multiplytiplier, | |
| tf.subtract(tf.stack([self._input for i in range(x*y)]), self._weights)) | |
| new_weightages = tf.add(self._weights, delta) | |
| self._training = tf.assign(self._weights, new_weightages) | |
| #Initilize session and run it | |
| self._sess = tf.Session() | |
| initialization = tf.global_variables_initializer() | |
| self._sess.run(initialization) |
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