Some more fix.

theano/sandbox/cuda/opt.py

@@ -1291,7 +1291,7 @@ def local_conv_gemm(node):
         print "WARNING, YOU ARE USING BUGGED CODE!"
         img, kern = node.inputs
         img = gpu_contiguous(img)
-        #kern = kern[:, :, ::-1, ::-1]
+        kern = kern[:, :, ::-1, ::-1]
         kern = gpu_contiguous(kern) 
         return [GpuConvMM(node.op.border_mode)(img, kern)]
 

theano/sandbox/cuda/tests/test_conv_cuda_ndarray.py

@@ -636,7 +636,8 @@ def test_valid():
 #              print_=print_, ones=ones, rtol=1.1e-5)
 
     mode = theano_mode.including("conv_gemm")
-#    import pdb;pdb.set_trace()
+
+# Remove case not implemented
     shapes = [shp for shp in shapes if shp[1][2] == shp[1][3]]
     shapes = [shp for shp in shapes if shp[0][2] == shp[0][3]]
     exec_conv(version, shapes, verbose, random, 'valid',
@@ -644,7 +645,7 @@ def test_valid():
               theano_mode=mode, cls=cuda.blas.GpuConvMM)
 
 
-def test_full(gemm=False):
+def test_full():
     seed_rng()
     shapes = get_basic_shapes()
     shapes += get_shapes2()