4c02d6d4da5ba31d7c9e6e11e6415e8bd2fa2962,tensorlayer/activation.py,,pixel_wise_softmax,#Any#Any#,80

Before Change

    - `tf.reverse <https://www.tensorflow.org/versions/master/api_docs/python/array_ops.html//reverse>`_
    
    with tf.name_scope(name) as scope:
        exp_map = tf.exp(output)
        if output.get_shape().ndims == 4:   // 2d image
            evidence = tf.add(exp_map, tf.reverse(exp_map, [False, False, False, True]))
        elif output.get_shape().ndims == 5: // 3d image
            evidence = tf.add(exp_map, tf.reverse(exp_map, [False, False, False, False, True]))
        else:
            raise Exception("output parameters should be 2d or 3d image, not %s" % str(output._shape))
        return tf.div(exp_map, evidence)

After Change

    - `tf.reverse <https://www.tensorflow.org/versions/master/api_docs/python/array_ops.html//reverse>`_
    
    with tf.name_scope(name) as scope:
        return tf.nn.softmax(output)
        //// old implementation
        // exp_map = tf.exp(output)
        // if output.get_shape().ndims == 4:   // 2d image
        //     evidence = tf.add(exp_map, tf.reverse(exp_map, [False, False, False, True]))

Instances