Add hpu usage info in jupyter notebook files

notebooks/LibriSpeech.ipynb

@@ -36,10 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
-   "metadata": {
-    "id": "3CqtR2Fi5-vP"
-   },
    "outputs": [],
    "source": [
     "import os\n",
@@ -56,10 +53,35 @@
     "import torchaudio\n",
     "\n",
     "from tqdm.notebook import tqdm\n",
-    "\n",
+    "\n"
-    "\n",
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "# Set the `DEVICE` based on available hardware\n",
+    "### If you're running on a machine with Intel Gaudi support, you can set the DEVICE to \"hpu\"\n",
+    "### This can be done by setting the device to \"hpu\" if Gaudi is available.\n",
+    "### Ensure you have the Habana PyTorch extension installed and properly configured."
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# DEVICE = \"hpu\"\n",
     "DEVICE = \"cuda\" if torch.cuda.is_available() else \"cpu\""
-   ]
+   ],
+   "metadata": {
+    "collapsed": false
+   }
   },
   {
    "cell_type": "code",