Trailing whitespace removal.

bin/theano-nose

@@ -81,7 +81,7 @@ def main():
     time_prof_args = [arg for arg in sys.argv if arg=='--time-profile']
     for arg in time_prof_args:
         sys.argv.remove(arg)
-            
+
     # Time-profiling and batch modes
     if time_prof_args or batch_args:
         from theano.tests import run_tests_in_batch
@@ -156,7 +156,7 @@ def help():
                 progresses will be made to standard output after every group of
                 n tests. Otherwise, notification will occur after every group
                 of 100 tests.
-    
+
                 The files 'timeprof_sort' and 'timeprof_nosort' both contain one
                 record for each test and comprise the following fields:
                 - test running-time
@@ -166,7 +166,7 @@ def help():
                   information is contained in test name
                 - test outcome ('OK', 'SKIPPED TEST', 'FAILED TEST' or
                   'FAILED PARSING')
-    
+
                 In 'timeprof_sort', test records are sorted according to
                 running-time whereas in 'timeprof_nosort' records are reported
                 according to sequential number. The former classification is the
@@ -174,7 +174,7 @@ def help():
                 to same or close classes and files have close sequential, the
                 latter may be used to identify duration patterns among the tests
                 numbers. A full log is also saved as 'timeprof_rawlog'.
-    
+
             --without-knownfailure: Do not load the KnownFailure plugin.
 
             --theano: This parameter is replaced with the path to the theano
@@ -198,12 +198,12 @@ def help():
 
 
 class DisabDocString(Plugin):
-    
+
     """
     When activated, a custom Nosetests plugin created through this class
     will preclude automatic replacement in display of the name of the test
     by the first line in its documentation string.
-    
+
     Sources:
     http://nose.readthedocs.org/en/latest/developing.html
     http://nose.readthedocs.org/en/latest/further_reading.html
@@ -214,10 +214,10 @@ class DisabDocString(Plugin):
     https://github.com/Merino/nose-description-fixer-plugin/commit/
         df94596f29c04fea8001713dd9b04bf3720aebf4
     """
-    
+
     enabled = False # plugin disabled by default
     score = 2000  # high score ensures priority over other plugins
-    
+
     def __init__(self):
         # 'super.__init__(self):' would have achieved exactly the same
         if self.name is None:
@@ -253,7 +253,7 @@ class DisabDocString(Plugin):
         # 'describeTest' is also called when the test result in Nosetests calls
         # 'test.shortDescription()' and can thus be used to alter the display.
         return False
-    
+
 if __name__ == '__main__':
     if '--help' in sys.argv or '-h' in sys.argv:
         help()

theano/compile/profiling.py

@@ -709,7 +709,7 @@ class ProfileStats(object):
 
         def count_running_memory(order, fgraph, nodes_mem):
             """
-            Calculate memory with specific node order 
+            Calculate memory with specific node order
             Return a list including the following values
             1.  node_memory_size
                 Sum of the size of all variables that actually allocate
@@ -717,10 +717,10 @@ class ProfileStats(object):
             2. running_memory_size
                 The memory allocated after the current apply node
             3. running_max_memory_size
-                The maximum of running_memory_size during the function   
+                The maximum of running_memory_size during the function
             4.  node_memory_saved_by_view
                 The sum of memory saved by returning view instead of new
-                allocation 
+                allocation
             5.  node_memory_saved_by_inplace
                 The sum of memory saved by reusing the input instead of
                 new allocation

theano/sandbox/cuda/tests/test_conv_cuda_ndarray.py

@@ -653,7 +653,7 @@ class TestConv2DGPU(unittest.TestCase):
 
 class TestConvWithPadding(object):
     """test conv ops that support arbitrary padding via border_mode
-    note that in order to make the yield work, we can not subclass from 
+    note that in order to make the yield work, we can not subclass from
     unittest.TestCase
     """
 

theano/tensor/raw_random.py

@@ -638,7 +638,7 @@ def poisson(random_state, size=None, lam=1.0, ndim=None, dtype='int64'):
     Draw samples from a Poisson distribution.
 
     The Poisson distribution is the limit of the Binomial distribution for large N.
-    
+
     :param lam: float or ndarray-like of the same shape as size parameter
         Expectation of interval, should be >= 0.
 
@@ -650,7 +650,7 @@ def poisson(random_state, size=None, lam=1.0, ndim=None, dtype='int64'):
     size or ndim must be given
     """
     lam = tensor.as_tensor_variable(lam)
-    
+
     ndim, size, bcast = _infer_ndim_bcast(ndim, size)
 
     op = RandomFunction("poisson", tensor.TensorType(dtype=dtype,
@@ -926,7 +926,7 @@ class RandomStreamsBase(object):
         """
         return self.gen(random_integers, size, low, high, ndim=ndim,
                         dtype=dtype)
-    
+
     def choice(self, size=None, a=2, replace=True, p=None, ndim=None,
                dtype='int64'):
         """
@@ -943,7 +943,7 @@ class RandomStreamsBase(object):
     def poisson(self, size=None, lam=None, ndim=None, dtype='int64'):
         """
         Draw samples from a Poisson distribution.
-  
+
         The Poisson distribution is the limit of the Binomial distribution for large N.
 
         If the size argument is ambiguous on the number of dimensions,

theano/tensor/signal/downsample.py

@@ -22,9 +22,9 @@ def max_pool2D(*args, **kwargs):
 
 def max_pool_2d_same_size(input, patch_size):
     """
-    Takes as input a 4-D tensor. It sets all non maximum values 
-    of non-overlapping patches of size (patch_size[0],patch_size[1]) to zero, 
-    keeping only the maximum values. The output has the same dimensions as 
+    Takes as input a 4-D tensor. It sets all non maximum values
+    of non-overlapping patches of size (patch_size[0],patch_size[1]) to zero,
+    keeping only the maximum values. The output has the same dimensions as
     the input.
 
     :type input: 4-D theano tensor of input images.
@@ -348,7 +348,7 @@ class DownsampleFactorMax(Op):
             }
         if (%(ignore_border)s)
         {
-            
+
             // '/' in C is different from '/' in python
             if (r - %(ds0)s < 0)
             {

theano/tests/test_printing.py

@@ -173,11 +173,11 @@ def test_debugprint():
     debugprint(G, file=s, ids='int')
     s = s.getvalue()
     # The additional white space are needed!
-    reference = """Elemwise{add,no_inplace} [@0] ''   
- |Elemwise{add,no_inplace} [@1] 'C'   
+    reference = """Elemwise{add,no_inplace} [@0] ''
+ |Elemwise{add,no_inplace} [@1] 'C'
  | |A [@2]
  | |B [@3]
- |Elemwise{add,no_inplace} [@4] ''   
+ |Elemwise{add,no_inplace} [@4] ''
    |D [@5]
    |E [@6]
 """
@@ -193,11 +193,11 @@ def test_debugprint():
     debugprint(G, file=s, ids='CHAR')
     s = s.getvalue()
     # The additional white space are needed!
-    reference = """Elemwise{add,no_inplace} [@A] ''   
- |Elemwise{add,no_inplace} [@B] 'C'   
+    reference = """Elemwise{add,no_inplace} [@A] ''
+ |Elemwise{add,no_inplace} [@B] 'C'
  | |A [@C]
  | |B [@D]
- |Elemwise{add,no_inplace} [@E] ''   
+ |Elemwise{add,no_inplace} [@E] ''
    |D [@F]
    |E [@G]
 """
@@ -213,9 +213,9 @@ def test_debugprint():
     debugprint(G, file=s, ids='CHAR', stop_on_name=True)
     s = s.getvalue()
     # The additional white space are needed!
-    reference = """Elemwise{add,no_inplace} [@A] ''   
- |Elemwise{add,no_inplace} [@B] 'C'   
- |Elemwise{add,no_inplace} [@C] ''   
+    reference = """Elemwise{add,no_inplace} [@A] ''
+ |Elemwise{add,no_inplace} [@B] 'C'
+ |Elemwise{add,no_inplace} [@C] ''
    |D [@D]
    |E [@E]
 """
@@ -231,13 +231,13 @@ def test_debugprint():
     debugprint(G, file=s, ids='')
     s = s.getvalue()
     # The additional white space are needed!
-    reference = """Elemwise{add,no_inplace}  ''   
- |Elemwise{add,no_inplace}  'C'   
- | |A 
- | |B 
- |Elemwise{add,no_inplace}  ''   
-   |D 
-   |E 
+    reference = """Elemwise{add,no_inplace}  ''
+ |Elemwise{add,no_inplace}  'C'
+ | |A
+ | |B
+ |Elemwise{add,no_inplace}  ''
+   |D
+   |E
 """
     if s != reference:
         print('--' + s + '--')