Accuracy in Caffe keeps on 0.1 and does not change

[Dmitry Yutkin]

Through all training process, accuracy is 0.1. What am I doing wrong? 

Model, solver and part of log here: https://gist.github.com/yutkin/3a147ebbb9b293697010 

Topology in png format: http://i.imgur.com/xTK1fxS.png 

P.S. I am using the latest version of Caffe and g2.2xlarge instance on AWS.