[example] fix path for diff in net surgery

Author: TorosFanny

examples/net_surgery.ipynb

@@ -5494,12 +5494,96 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "diff: imagenet/bvlc_caffenet_full_conv.prototxt: No such file or directory\r\n"
+      "1,2c1\r\n",
+      "< # Fully convolutional network version of CaffeNet.\r\n",
+      "< name: \"CaffeNetConv\"\r\n",
+      "---\r\n",
+      "> name: \"CaffeNet\"\r\n",
+      "4c3\r\n",
+      "< input_dim: 1\r\n",
+      "---\r\n",
+      "> input_dim: 10\r\n",
+      "6,7c5,6\r\n",
+      "< input_dim: 451\r\n",
+      "< input_dim: 451\r\n",
+      "---\r\n",
+      "> input_dim: 227\r\n",
+      "> input_dim: 227\r\n",
+      "152,153c151,152\r\n",
+      "<   name: \"fc6-conv\"\r\n",
+      "<   type: \"Convolution\"\r\n",
+      "---\r\n",
+      ">   name: \"fc6\"\r\n",
+      ">   type: \"InnerProduct\"\r\n",
+      "155,156c154,155\r\n",
+      "<   top: \"fc6-conv\"\r\n",
+      "<   convolution_param {\r\n",
+      "---\r\n",
+      ">   top: \"fc6\"\r\n",
+      ">   inner_product_param {\r\n",
+      "158d156\r\n",
+      "<     kernel_size: 6\r\n",
+      "164,165c162,163\r\n",
+      "<   bottom: \"fc6-conv\"\r\n",
+      "<   top: \"fc6-conv\"\r\n",
+      "---\r\n",
+      ">   bottom: \"fc6\"\r\n",
+      ">   top: \"fc6\"\r\n",
+      "170,171c168,169\r\n",
+      "<   bottom: \"fc6-conv\"\r\n",
+      "<   top: \"fc6-conv\"\r\n",
+      "---\r\n",
+      ">   bottom: \"fc6\"\r\n",
+      ">   top: \"fc6\"\r\n",
+      "177,181c175,179\r\n",
+      "<   name: \"fc7-conv\"\r\n",
+      "<   type: \"Convolution\"\r\n",
+      "<   bottom: \"fc6-conv\"\r\n",
+      "<   top: \"fc7-conv\"\r\n",
+      "<   convolution_param {\r\n",
+      "---\r\n",
+      ">   name: \"fc7\"\r\n",
+      ">   type: \"InnerProduct\"\r\n",
+      ">   bottom: \"fc6\"\r\n",
+      ">   top: \"fc7\"\r\n",
+      ">   inner_product_param {\r\n",
+      "183d180\r\n",
+      "<     kernel_size: 1\r\n",
+      "189,190c186,187\r\n",
+      "<   bottom: \"fc7-conv\"\r\n",
+      "<   top: \"fc7-conv\"\r\n",
+      "---\r\n",
+      ">   bottom: \"fc7\"\r\n",
+      ">   top: \"fc7\"\r\n",
+      "195,196c192,193\r\n",
+      "<   bottom: \"fc7-conv\"\r\n",
+      "<   top: \"fc7-conv\"\r\n",
+      "---\r\n",
+      ">   bottom: \"fc7\"\r\n",
+      ">   top: \"fc7\"\r\n",
+      "202,206c199,203\r\n",
+      "<   name: \"fc8-conv\"\r\n",
+      "<   type: \"Convolution\"\r\n",
+      "<   bottom: \"fc7-conv\"\r\n",
+      "<   top: \"fc8-conv\"\r\n",
+      "<   convolution_param {\r\n",
+      "---\r\n",
+      ">   name: \"fc8\"\r\n",
+      ">   type: \"InnerProduct\"\r\n",
+      ">   bottom: \"fc7\"\r\n",
+      ">   top: \"fc8\"\r\n",
+      ">   inner_product_param {\r\n",
+      "208d204\r\n",
+      "<     kernel_size: 1\r\n",
+      "214c210\r\n",
+      "<   bottom: \"fc8-conv\"\r\n",
+      "---\r\n",
+      ">   bottom: \"fc8\"\r\n"
      ]
     }
    ],
    "source": [
-    "!diff imagenet/bvlc_caffenet_full_conv.prototxt ../models/bvlc_reference_caffenet/deploy.prototxt"
+    "!diff net_surgery/bvlc_caffenet_full_conv.prototxt ../models/bvlc_reference_caffenet/deploy.prototxt"
    ]
   },
   {