Remove the use of the deprecated string PROFILE_MODE.

theano/compile/function_module.py

@@ -1266,9 +1266,9 @@ def orig_function(inputs, outputs, mode=None, accept_inplace=False,
 
      - FAST_COMPILE (minimal optimization)
 
-     - PROFILE_MODE: allow to print a profile mode with mode.print_summary
+     - ProfileMode: allow to print a profile mode with mode.print_summary
 
-     - DEBUG_MODE: verify many internal conditions that are normally assumed
+     - DebugMode: verify many internal conditions that are normally assumed
        (slow)
 
     :param accept_inplace: True iff the graph can contain inplace operations

theano/compile/profilemode.py

@@ -626,17 +626,17 @@ prof_mode_instance_to_print = [predefined_modes["PROFILE_MODE"]]
 
 
 def atexit_print_default_profile_mode():
-    """Print the summary of the predefined mode PROFILE_MODE if used.
+    """Print the summary of the predefined mode ProfileMode if used.
 
     This all to have the summary printed at exit when
-    config.mode=PROFILE_MODE
+    config.mode=ProfileMode
     """
     for prof_mode in prof_mode_instance_to_print:
         if prof_mode.local_time > 0:
             prof_mode.print_summary()
 
 #Register atexit_print_default_profile_mode to have the summary of the
-#predefined mode PROFILE_MODE if it is used printed when the program terminate.
+#predefined mode ProfileMode if it is used printed when the program terminate.
 atexit.register(atexit_print_default_profile_mode)
 
 

theano/compile/tests/test_modes.py

@@ -17,7 +17,7 @@ class T_bunch_of_modes(unittest.TestCase):
         linker_classes_involved = []
 
         predef_modes = ['FAST_COMPILE', 'FAST_RUN', 'DEBUG_MODE']
-        # Use a new instance of ProfileMode instead of 'PROFILE_MODE' to
+        # Use a new instance of ProfileMode instead of 'ProfileMode' to
         # avoid printing a profile mode summary in nose output
         predef_modes.append(ProfileMode())
 
@@ -42,7 +42,7 @@ class T_bunch_of_modes(unittest.TestCase):
         # there should be
         # - VM_Linker
         # - OpWiseCLinker (FAST_RUN)
-        # - WrapLinker (PROFILE_MODE)
+        # - WrapLinker ("ProfileMode")
         # - PerformLinker (FAST_COMPILE)
         # - DebugMode's Linker  (DEBUG_MODE)
         assert 5 == len(set(linker_classes_involved))