def reconstruct_graph(inputs, outputs, tag=None):
 if (tag is None):
  tag = ''
 nw_inputs = [safe_new(x, tag) for x in inputs]
 givens = OrderedDict()
 for (nw_x, x) in izip(nw_inputs, inputs):
  givens[x] = nw_x
 allinputs = theano.gof.graph.inputs(outputs)
 for inp in allinputs:
  if isinstance(inp, theano.Constant):
   givens[inp] = inp.clone()
 nw_outputs = clone(outputs, replace=givens)
 return (nw_inputs, nw_outputs)

def reconstruct_graph ( inputs , outputs , tag = None ) : if ( tag is None ) : tag = '' nw_inputs = [ safe_new ( x , tag ) for x in inputs ] givens = OrderedDict ( ) for ( nw_x , x ) in izip ( nw_inputs , inputs ) : givens [ x ] = nw_x allinputs = theano . gof . graph . inputs ( outputs ) for inp in allinputs : if isinstance ( inp , theano . Constant ) : givens [ inp ] = inp . clone ( ) nw_outputs = clone ( outputs , replace = givens ) return ( nw_inputs , nw_outputs )
different interface to clone .