move tips to profiling.py

theano/compile/profilemode.py

@@ -694,21 +694,21 @@ Test them first, as they are not guaranteed to always provide a speedup.""")
                 break
 
         # tip 6
-        import theano.sandbox.cuda as cuda
-        from theano.tensor.nnet import LogSoftmax
-        import theano.tensor.signal.pool as pool
-        import theano.gpuarray
-
-        for a, t in iteritems(apply_time):
-            node = a[1]
-            if (isinstance(node.op, pool.Pool)):
-                if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
-                    print("Install CuDNN to do pooling faster"
-                          "this allows the operation to run on GPU")
-            if (isinstance(node.op, LogSoftmax)):
-                if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
-                    print("Install CuDNN to do LogSoftmax faster"
-                          "this allows the operation to run on GPU")
+        # import theano.sandbox.cuda as cuda
+        # from theano.tensor.nnet import LogSoftmax
+        # import theano.tensor.signal.pool as pool
+        # import theano.gpuarray
+
+        #for a, t in iteritems(apply_time):
+        #    node = a[1]
+        #    if (isinstance(node.op, pool.Pool)):
+        #        if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
+        #            print("Install CuDNN to do pooling faster"
+        #                  "this allows the operation to run on GPU")
+        #    if (isinstance(node.op, LogSoftmax)):
+        #        if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
+        #            print("Install CuDNN to do LogSoftmax faster"
+        #                  "this allows the operation to run on GPU")
 
         if not printed_tip:
             print("  Sorry, no tip for today.")

theano/compile/profiling.py

@@ -1380,23 +1380,23 @@ class ProfileStats(object):
                 printed_tip = True
         
         # tip 7
-        # import theano.sandbox.cuda as cuda
-        # from theano.tensor.nnet import LogSoftmax
-        # import theano.tensor.signal.pool as pool
-        # import theano.gpuarray
-
-        # for a, t in iteritems(apply_time):
-        #    node = a[1]
-        #    if (isinstance(node.op, pool.Pool)):
-        #        if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
-        #            print("Install CuDNN to do pooling faster"
-        #                  "this allows the operation to run on GPU")
-        #            printed_tip = True
-        #    if (isinstance(node.op, LogSoftmax)):
-        #        if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
-        #            print("Install CuDNN to do LogSoftmax faster"
-        #                  "this allows the operation to run on GPU")
-        #            printed_tip = True
+        import theano.sandbox.cuda as cuda
+        from theano.tensor.nnet import LogSoftmax
+        import theano.tensor.signal.pool as pool
+        import theano.gpuarray
+
+        for a, t in iteritems(apply_time):
+            node = a[1]
+            if (isinstance(node.op, pool.Pool)):
+                if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
+                    print("Install CuDNN to do pooling faster"
+                          "this allows the operation to run on GPU")
+                    printed_tip = True
+            if (isinstance(node.op, LogSoftmax)):
+                if (not cuda.dnn.dnn_available() and not theano.gpuarray.dnn.dnn_present()):
+                    print("Install CuDNN to do LogSoftmax faster"
+                          "this allows the operation to run on GPU")
+                    printed_tip = True
 
         if not printed_tip:
             print("  Sorry, no tip for today.", file=file)