diff --git a/tutorials/nnvm/deploy_ssd.py b/tutorials/nnvm/deploy_ssd.py
index 45fea1985b166..cf950d5b85ea7 100644
--- a/tutorials/nnvm/deploy_ssd.py
+++ b/tutorials/nnvm/deploy_ssd.py
@@ -39,21 +39,14 @@
 #   x86 conv2d schedule doesn't support dilation.
 
 supported_model = [
-    'ssd_512_resnet18_v1_voc',
-    'ssd_512_resnet18_v1_coco',
-    'ssd_512_resnet18_v1_custom',
     'ssd_512_resnet50_v1_voc',
     'ssd_512_resnet50_v1_coco',
-    'ssd_512_resnet50_v1_custom',
     'ssd_512_resnet101_v2_voc',
-    'ssd_512_resnet152_v2_voc',
-    'ssd_512_mobilenet1_0_voc',
-    'ssd_512_mobilenet1_0_coco',
-    'ssd_512_mobilenet1_0_custom',
+    'ssd_512_mobilenet1.0_voc',
+    'ssd_512_mobilenet1.0_coco',
 ]
 
 model_name = "ssd_512_resnet50_v1_voc"
-test_image = "dog.jpg"
 dshape = (1, 3, 512, 512)
 dtype = "float32"
 target = "llvm"
@@ -86,12 +79,12 @@
 # execute
 m.run()
 # get outputs
-class_IDs, scores, bounding_boxs = tvm.get_output(0), tvm.get_output(1), tvm.get_output(2)
+class_IDs, scores, bounding_boxs = m.get_output(0), m.get_output(1), m.get_output(2)
 
 ######################################################################
 # Display result
 
-ax = utils.viz.plot_bbox(img, bounding_boxs[0], scores[0],
-                         class_IDs[0], class_names=block.classes)
+ax = utils.viz.plot_bbox(img, bounding_boxs.asnumpy()[0], scores.asnumpy()[0],
+                         class_IDs.asnumpy()[0], class_names=block.classes)
 plt.show()