correct the file name in text

Author: NeoZhangJianyu

AI-and-Analytics/Getting-Started-Samples/iLiT-Sample-for-Tensorflow/ilit_sample_tensorflow.ipynb

@@ -51,7 +51,7 @@
    "source": [
     "Import python packages and check version.\n",
     "\n",
-    "Make sure the Tensorflow is **2.2** and iLiT, matplotlib are installed."
+    "Make sure the Tensorflow is **2.x** and iLiT, matplotlib are installed."
    ]
   },
   {
@@ -297,7 +297,6 @@
     "def auto_tune(input_graph_path, yaml_config, batch_size):    \n",
     "    fp32_graph = alexnet.load_pb(input_graph_path)\n",
     "    quan = ilit.Quantization(yaml_config)\n",
-    "    assert(tuner)\n",
     "    dataloader = Dataloader(batch_size)\n",
     "    assert(dataloader)\n",
     "    q_model = quan(\n",
@@ -368,11 +367,11 @@
    "source": [
     "## Compare Quantized Model\n",
     "\n",
-    "We prepare a script **profile_lpot.py** to test the performance of PB model.\n",
+    "We prepare a script **profiling_lpot.py** to test the performance of PB model.\n",
     "\n",
     "There is no correct performance data if run the code by jupyter notebook. So we run the script as process.\n",
     "\n",
-    "Let learn **profile_lpot.py**. "
+    "Let learn **profiling_lpot.py**. "
    ]
   },
   {
@@ -381,14 +380,14 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!cat profile_lpot.py"
+    "!cat profiling_lpot.py"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Execute the **profile_lpot.py** with FP32 model file:"
+    "Execute the **profiling_lpot.py** with FP32 model file:"
    ]
   },
   {
@@ -404,7 +403,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Execute the **profile_lpot.py** with int8 model file:"
+    "Execute the **profiling_lpot.py** with int8 model file:"
    ]
   },
   {