pep8

theano/tensor/blas_c.py

@@ -4,7 +4,8 @@ from theano import config
 
 from theano.tensor.opt import in2out
 from theano.tensor.blas import ldflags, blas_header_text, blas_header_version
-from theano.tensor.blas import blas_optdb, optdb, local_optimizer, EquilibriumOptimizer
+from theano.tensor.blas import (
+    blas_optdb, optdb, local_optimizer, EquilibriumOptimizer)
 from theano.tensor.blas import Ger, ger, ger_destructive
 from theano.tensor.blas import Gemv, gemv_inplace, gemv_no_inplace
 from theano.tensor import basic as T
@@ -28,9 +29,9 @@ class BaseBLAS(object):
         return blas_header_text()
 
 
-####### ####### #######
+# ##### ####### #######
 # GER
-####### ####### #######
+# ##### ####### #######
 
 def ger_c_code(A, a, x, y, Z, destructive, fail):
     return """
@@ -250,8 +251,8 @@ class CGer(BaseBLAS, Ger):
         A, a, x, y = inp
         Z, = out
         code = ger_c_code(A, a, x, y, Z,
-            destructive=int(self.destructive),
-            fail=sub['fail'])
+                          destructive=int(self.destructive),
+                          fail=sub['fail'])
         return code
 
     def c_code_cache_version(self):
@@ -279,12 +280,13 @@ def make_c_ger_destructive(node):
         return [cger_inplace(*node.inputs)]
 
 
-####### ####### #######
+# ##### ####### #######
 # GEMV
-####### ####### #######
+# ##### ####### #######
 
 
-def gemv_c_code(aa, xx, yy, zz, alpha, beta, destructive, fail, force_init_beta=False):
+def gemv_c_code(aa, xx, yy, zz, alpha, beta, destructive, fail,
+                force_init_beta=False):
     """
     zz <- beta * aa + alpha * dot(xx, yy)
 
@@ -618,11 +620,11 @@ class CGemv(BaseBLAS, Gemv):
         aa, alpha, xx, yy, beta = inp
         zz, = out
         code = gemv_c_code(
-                aa, xx, yy, zz, alpha, beta,
-                destructive=int(self.inplace),
-                fail=sub['fail'],
-                force_init_beta=self.force_init_beta
-                )
+            aa, xx, yy, zz, alpha, beta,
+            destructive=int(self.inplace),
+            fail=sub['fail'],
+            force_init_beta=self.force_init_beta
+        )
         return code
 
     def c_code_cache_version(self):
@@ -630,6 +632,7 @@ class CGemv(BaseBLAS, Gemv):
 cgemv_inplace = CGemv(inplace=True)
 cgemv_no_inplace = CGemv(inplace=False)
 
+
 def check_force_gemv_init():
     if check_force_gemv_init._force_init_beta is None:
         """
@@ -680,6 +683,7 @@ def check_force_gemv_init():
 
 check_force_gemv_init._force_init_beta = None
 
+
 @local_optimizer([gemv_inplace, gemv_no_inplace])
 def use_c_gemv(node):
     if not config.blas.ldflags:
@@ -709,7 +713,8 @@ def use_c_gemv(node):
         """
         force_init_beta = check_force_gemv_init()
 
-        return [CGemv(inplace=False, force_init_beta=force_init_beta)(*node.inputs)]
+        return [CGemv(inplace=False,
+                      force_init_beta=force_init_beta)(*node.inputs)]
     if (node.op == gemv_inplace and
             node.outputs[0].dtype in ['float32', 'float64']):
         return [CGemv(inplace=True)(*node.inputs)]
@@ -721,15 +726,13 @@ def make_c_gemv_destructive(node):
         return [cgemv_inplace(*node.inputs)]
 
 
-####### ####### #######
+# ##### ####### #######
 # Optimizers
-####### ####### #######
+# ##### ####### #######
 
 blas_optdb.register('use_c_blas',
                     in2out(use_c_ger, use_c_gemv),
                     20, 'fast_run', 'c_blas')
-#print 'BLAS_OPTDB'
-#print blas_optdb
 
 # this matches the InplaceBlasOpt defined in blas.py
 optdb.register('c_blas_destructive',