Theano printing

Theano printing

To visualize the internal relation graph of theano variables.

Installing

1. conda install pydot graphviz

2. add graphviz path D:AnacondaLibraryingraphvizto system PATH[windows version]

or:

1. download installer from http://www.graphviz.org/Download_windows.php.
2. conda install pydot graphviz
3. add graphviz bin path C:Program Files (x86)Graphviz2.38in to system PATH[windows version]

Application

>>> import theano
>>> import theano.tensor as T
>>> x=T.matrix('x')
>>> y=T.matrix('y')
>>> z=x**2+y**3
>>> f=theano.function([x,y],z)
>>> theano.printing.pydotprint(z, outfile="symbolic_graph_unopt.png", var_with_name_simple=True)
The output file is available at symbolic_graph_unopt.png

>>> theano.printing.pydotprint(f, outfile="symbolic_graph_opt.png", var_with_name_simple=True)
The output file is available at symbolic_graph_opt.png