Make unittest readable.

tests/test_prune.py

@@ -10,6 +10,13 @@ class TestPrune(unittest.TestCase):
     def test_prune(self):
         main_program = fluid.Program()
         startup_program = fluid.Program()
+        #   X       X              O       X              O
+        # conv1-->conv2-->sum1-->conv3-->conv4-->sum2-->conv5-->conv6
+        #     |            ^ |                    ^
+        #     |____________| |____________________|
+        #
+        # X: prune output channels
+        # O: prune input channels
         with fluid.program_guard(main_program, startup_program):
             input = fluid.data(name="image", shape=[None, 3, 16, 16])
             conv1 = conv_bn_layer(input, 8, 3, "conv1")
@@ -42,12 +49,12 @@ class TestPrune(unittest.TestCase):
             param_shape_backup=None)
 
         shapes = {
-            "conv5_weights": (8L, 4L, 3L, 3L),
             "conv1_weights": (4L, 3L, 3L, 3L),
-            "conv6_weights": (8L, 8L, 3L, 3L),
-            "conv3_weights": (8L, 4L, 3L, 3L),
             "conv2_weights": (4L, 4L, 3L, 3L),
-            "conv4_weights": (4L, 8L, 3L, 3L)
+            "conv3_weights": (8L, 4L, 3L, 3L),
+            "conv4_weights": (4L, 8L, 3L, 3L),
+            "conv5_weights": (8L, 4L, 3L, 3L),
+            "conv6_weights": (8L, 8L, 3L, 3L)
         }
 
         for param in main_program.global_block().all_parameters():