Merge pull request #508 from delallea/minor

doc/install.txt

@@ -776,7 +776,7 @@ compile GotoBLAS2 (ATLAS may work too, but was not tested, and is
 usually reported to be slower and more difficult to compile -- especially
 on Windows).
 GotoBLAS2 can be downloaded
-`here <http://www.tacc.utexas.edu/tacc-projects/gotoblas2/downloads>`__
+`here <http://www.tacc.utexas.edu/tacc-projects/gotoblas2>`__
 (we tested v1.13).
 To compile it, you will also need MSYS and Perl (installation steps are
 described below).

theano/compile/profiling.py

@@ -46,7 +46,7 @@ def _atexit_print_fn():
     if len(_atexit_print_list) > 1:
     # Make a global profile
         cum = copy.copy(_atexit_print_list[0])
-        cum.message = "Sum of all Theano function"
+        cum.message = "Sum of all Theano functions"
         for ps in _atexit_print_list[1:]:
             for attr in ["compile_time", "fct_call_time", "fct_callcount",
                          "vm_call_time", "optimizer_time", "linker_time"]:
@@ -375,7 +375,7 @@ class ProfileStats(object):
                         local_time, 100*local_time / self.fct_call_time)
         print >> file, '  Total compile time: %es' % self.compile_time
         print >> file, '    Theano Optimizer time: %es' % self.optimizer_time
-        print >> file, '    Theano Linker time(include c, cuda code generation/compiling): %es' % self.linker_time
+        print >> file, '    Theano Linker time (includes C, CUDA code generation/compiling): %es' % self.linker_time
         print >> file, ''
 
 
@@ -724,13 +724,13 @@ if 0: # old code still to be ported from ProfileMode
 
 class ScanProfileStats(ProfileStats):
     callcount = 0.0
-    nbsteps   = 0.0
+    nbsteps = 0.0
     call_time = 0.0
-    def __init__(self, atexit_print = True, name = None,  **kwargs):
+
+    def __init__(self, atexit_print=True, name=None, **kwargs):
         super(ScanProfileStats, self).__init__(atexit_print, **kwargs)
         self.name = name
 
-
     def summary_function(self, file):
         # RP: everytime we compile a function a ProfileStats is created for
         # that function. This means that everytime a optimization replaces
@@ -748,20 +748,20 @@ class ScanProfileStats(ProfileStats):
         else:
             print >> file, 'Scan Op profiling'
         print >> file, '=================='
-        print >> file, '  Message: %s'%self.message
+        print >> file, '  Message: %s' % self.message
 
-        print >> file, '  Time in %i calls of the op (for a total of %i steps) %es' % (
-                self.callcount, self.nbsteps, self.call_time)
+        print >> file, ('  Time in %i calls of the op (for a total of %i '
+                        'steps) %es' %
+                        (self.callcount, self.nbsteps, self.call_time))
         print >> file, ''
         val = 0
         if self.call_time > 0:
-            val = self.vm_call_time*100/self.call_time
-        print >> file, '  Total time spent in calling the VM %es (%.3f%%)'%(
+            val = self.vm_call_time * 100 / self.call_time
+        print >> file, '  Total time spent in calling the VM %es (%.3f%%)' % (
             self.vm_call_time, val)
         val = 100
         if self.call_time > 0:
-            val = 100.-self.vm_call_time*100/self.call_time
-        print >> file, '  Total overhead (computing slices ..) %es (%.3f%%)'%(
+            val = 100. - self.vm_call_time * 100 / self.call_time
+        print >> file, '  Total overhead (computing slices..) %es (%.3f%%)' % (
             self.call_time - self.vm_call_time, val)
         print >> file, ''
-

theano/compile/sharedvalue.py

@@ -145,12 +145,12 @@ class SharedVariable(Variable):
 
     def _value_get(self):
         raise Exception("sharedvar.value does not exist anymore. Use "
-                        "sharedvar.get_value() or sharedvar.get_value()"
+                        "sharedvar.get_value() or sharedvar.set_value()"
                         " instead.")
 
     def _value_set(self, new_value):
         raise Exception("sharedvar.value does not exist anymore. Use "
-                        "sharedvar.get_value() or sharedvar.get_value()"
+                        "sharedvar.get_value() or sharedvar.set_value()"
                         " instead.")
 
     # We keep this just to raise an error