'''
Created on Mar 16, 2014

@author: joe
'''
from layerobj import *

if __name__ == '__main__':
    Discrete(1,1,[Distrib(1,3)]).flush();
    Discrete(1,1,
             [SharedLinearity(1,1),
              MiscPipe(1,"<learnstop>"),
              MiscPipe(1,"<learnstop>"),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1,"<softmax>"),
              MiscPipe(1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [SharedLinearity(1,1),
              MiscPipe(1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1,"<softmax>"),
              MiscPipe(1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1,"<sigmoid>"),
              MiscPipe(1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [Distrib(1,2),
              MiscPipe(1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1,"<learnstop>"),
              SharedLinearity(1,1),
              SharedLinearity(1,1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1),
              Combine(2),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1),
              SharedLinearity(1,1),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [MiscPipe(1),
              MiscPipe(1,"<sigmoid>"),
              MiscPipe(1),
              ]).flush();
    Discrete(1,1,
             [SharedLinearity(1,1),
              SharedLinearity(1,1),
              SharedLinearity(1,1),
              ]).flush();
    Discrete(1,1,
             [Combine(3)
              ]).flush();
    MiscPipe(1,"<sigmoid>").flush()
    SharedLinearity(1,1).flush();
    MiscPipe(1,"<softmax>").flush();