Fix the new gpu profile printing

theano/gpuarray/basic_ops.py

@@ -1549,46 +1549,45 @@ def profile_printer(message, compile_time, fct_call_time,
         print()
         print('Some info useful for gpu:')
 
-        fct_call = set()
+        fgraphs = set()
         for node in apply_time.keys():
-            fct_call.add(node.fgraph)
+            fgraphs.add(node.fgraph)
 
         cpu = 0
         gpu = 0
         trans = 0
-        for (_, node), t in iteritems(apply_time):
-            if isinstance(node.op.__class__.__name__,
-                          (HostFromGpu, GpuFromHost)):
+        for node, t in iteritems(apply_time):
+            if isinstance(node.op, (HostFromGpu, GpuFromHost)):
                 trans += t
             elif node.op.__class__.__name__.lower().startswith("gpu"):
                 gpu += t
             else:
                 cpu += t
         print()
-        print("    Spent %.3fs(%.3f%%) in cpu Op, %.3fs(%.3f%%) in gpu Op and %.3fs(%.3f%%) transfert Op" % (
+        print("    Spent %.3fs(%.2f%%) in cpu Op, %.3fs(%.2f%%) in gpu Op and %.3fs(%.2f%%) transfert Op" % (
             cpu, cpu / local_time * 100, gpu, gpu / local_time * 100,
             trans, trans / local_time * 100))
 
         print()
         print("    Theano function input that are float64")
         print("    <fct name> <input name> <input type> <str input>")
-        for fct in fct_call:
-            for i in fct.input_storage:
+        for fg in fgraphs:
+            for i in fg.inputs:
                 if hasattr(i.type, 'dtype') and i.type.dtype == 'float64':
-                    print('        ', fct.name, i.name, i.type, i)
+                    print('        ', fg.name, i.name, i.type, i)
 
         print()
         print("    List of apply that don't have float64 as input but have float64 in outputs")
         print("    (Useful to know if we forgot some cast when using floatX=float32 or gpu code)")
         print('    <Apply> <Apply position> <fct name> <inputs type> <outputs type>')
-        for fct in fct_call:
-            for idx, node in enumerate(fct.maker.fgraph.toposort()):
+        for fg in fgraphs:
+            for idx, node in enumerate(fg.toposort()):
                 if (any(hasattr(i, 'dtype') and i.dtype == 'float64'
                         for i in node.outputs) and
                     not any(hasattr(i, 'dtype') and i.dtype == 'float64'
                             for i in node.inputs)):
 
-                    print('        ', str(node), idx, fct.name, end=' ')
+                    print('        ', str(node), idx, fg.name, end=' ')
                     print(str([getattr(i, 'dtype', None)
                                for i in node.inputs]), end=' ')
                     print(str([getattr(i, 'dtype', None)