e123d531b5ae9fda0846a34c4800d47ecfe5fd2b,models/SingleLayerCAE.py,SingleLayerCAE,loss,#SingleLayerCAE#Any#Any#,80

Before Change

            // 1/2n \sum^{n}_{i=i}{(x_i - x"_i)^2}
            mse = tf.reduce_mean(
                tf.nn.l2_loss(
                    tf.cast(predictions, tf.float32) - tf.cast(real_values,
                                                               tf.float32)),
                name="mse")
            tf.add_to_collection("losses", mse)

After Change

        with tf.variable_scope("loss"):
            // 1/2n \sum^{n}_{i=i}{(x_i - x"_i)^2}
            mse = tf.div(tf.reduce_mean(
                tf.square(tf.subtract(predictions, real_values))),
                         2,
                         name="mse")
            tf.add_to_collection("losses", mse)

Instances