Merge pull request #4856 from ozancaglayan/fix-entropy-string

theano/sandbox/cuda/opt.py

@@ -1352,8 +1352,9 @@ def cast(x, dtype):
 
 
 @register_opt()
-@local_optimizer([tensor.nnet.CrossentropySoftmaxArgmax1HotWithBias])
-def local_gpu_crossentorpy_softmax_argmax_1hot_with_bias(node):
+@local_optimizer([tensor.nnet.CrossentropySoftmaxArgmax1HotWithBias],
+                 'local_gpu_crossentorpy_softmax_argmax_1hot_with_bias')
+def local_gpu_crossentropy_softmax_argmax_1hot_with_bias(node):
     if isinstance(node.op, tensor.nnet.CrossentropySoftmaxArgmax1HotWithBias):
         x, b, y = node.inputs
         if x.owner and isinstance(x.owner.op, HostFromGpu):
@@ -1381,8 +1382,9 @@ def local_gpu_crossentorpy_softmax_argmax_1hot_with_bias(node):
 
 
 @register_opt()
-@local_optimizer([tensor.nnet.CrossentropySoftmax1HotWithBiasDx])
-def local_gpu_crossentorpy_softmax_1hot_with_bias_dx(node):
+@local_optimizer([tensor.nnet.CrossentropySoftmax1HotWithBiasDx],
+                 'local_gpu_crossentorpy_softmax_1hot_with_bias_dx')
+def local_gpu_crossentropy_softmax_1hot_with_bias_dx(node):
     if isinstance(node.op, tensor.nnet.CrossentropySoftmax1HotWithBiasDx):
         dnll, sm, yidx = node.inputs
         if sm.owner and isinstance(sm.owner.op, HostFromGpu):