http://git-wip-us.apache.org/repos/asf/incubator-singa/blob/48d43c1d/doc/notebook/rbm.ipynb
----------------------------------------------------------------------
diff --git a/doc/notebook/rbm.ipynb b/doc/notebook/rbm.ipynb
index 2fd2e54..05a3f24 100755
--- a/doc/notebook/rbm.ipynb
+++ b/doc/notebook/rbm.ipynb
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 13,
    "metadata": {
     "collapsed": false
    },
@@ -59,7 +59,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 14,
    "metadata": {
     "collapsed": true
    },
@@ -86,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 15,
    "metadata": {
     "collapsed": false
    },
@@ -141,7 +141,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
@@ -150,121 +150,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Epoch 0, Reconstruction error per image = 7.513857\n",
-      "Epoch 1, Reconstruction error per image = 7.432445\n",
-      "Epoch 2, Reconstruction error per image = 7.368975\n",
-      "Epoch 3, Reconstruction error per image = 7.315392\n",
-      "Epoch 4, Reconstruction error per image = 7.263328\n",
-      "Epoch 5, Reconstruction error per image = 7.218916\n",
-      "Epoch 6, Reconstruction error per image = 7.169593\n",
-      "Epoch 7, Reconstruction error per image = 7.146370\n",
-      "Epoch 8, Reconstruction error per image = 7.112698\n",
-      "Epoch 9, Reconstruction error per image = 7.067219\n"
+      "Epoch 0, Reconstruction error per image = 17.937706\n",
+      "Epoch 1, Reconstruction error per image = 10.943875\n",
+      "Epoch 2, Reconstruction error per image = 9.583109\n",
+      "Epoch 3, Reconstruction error per image = 8.912214\n"
      ]
-    },
-    {
-     "data": {
-      "image/png": 
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<TRUNCATED>
http://git-wip-us.apache.org/repos/asf/incubator-singa/blob/48d43c1d/python/singa/tensor.py
----------------------------------------------------------------------
diff --git a/python/singa/tensor.py b/python/singa/tensor.py
index 4b5a053..6e59223 100644
--- a/python/singa/tensor.py
+++ b/python/singa/tensor.py
@@ -18,6 +18,7 @@
 """
 Example usage::
 
+    import numpy as np
     from singa import tensor
     from singa import device
 


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