Fixed indent and comment following code review.

theano/compile/profiling.py

@@ -524,9 +524,9 @@ class ProfileStats(object):
                 flops_s = ""
             elif hasattr(a.op, 'flops'):
                 fl = a.op.flops([self.variable_shape[var]
-                                    for var in a.inputs],
-                                   [self.variable_shape[var]
-                                    for var in a.outputs])
+                                 for var in a.inputs],
+                                [self.variable_shape[var]
+                                 for var in a.outputs])
                 flops = '%8.1f' % (fl/1024./1024)
                 flops_s = '%10.1f' % (fl/1024./1024/1024/t)
             else:

theano/sandbox/cuda/blas.py

@@ -628,11 +628,11 @@ class GpuConv(GpuOp):
         assert images[1] == kerns[1]
         flops = 0
         if self.out_mode == "valid":
-            # nb mul and add by output pixed
+            # nb mul and add by output pixel
             flops = kerns[2] * kerns[3] * 2
-            #nb flops by output image
+            # nb flops by output image
             flops *= out[2] * out[3]
-            # for all outputs images#n_stack==self.imshp[0]
+            # nb patch multiplied
             flops *= images[1] * kerns[0] * images[0]
         else:
             flops = (images[0] * kerns[0] * images[1] *

theano/tensor/nnet/conv.py

@@ -572,11 +572,11 @@ class ConvOp(OpenMPOp):
         assert images[1] == kerns[1]
         flops = 0
         if self.out_mode == "valid":
-            # nb mul and add by output pixed
+            # nb mul and add by output pixel
             flops = kerns[2] * kerns[3] * 2
             #nb flops by output image
             flops *= out[2] * out[3]
-            # for all outputs images#n_stack==self.imshp[0]
+            # nb patch multiplied
             flops *= images[1] * kerns[0] * images[0]
         else:
             flops = (images[0] * kerns[0] * images[1] *