From d3d4be13c76147435477139a838942f8bf087908 Mon Sep 17 00:00:00 2001
From: Eugene Khvedchenya <ekhvedchenya@gmail.com>
Date: Tue, 28 May 2024 16:18:51 +0300
Subject: [PATCH] Move limitations to the top

---
 notebooks/YoloNAS_R_Export_to_ONNX.ipynb | 33 +++++++++---------------
 1 file changed, 12 insertions(+), 21 deletions(-)

diff --git a/notebooks/YoloNAS_R_Export_to_ONNX.ipynb b/notebooks/YoloNAS_R_Export_to_ONNX.ipynb
index 1794775d3..f7e8b142e 100644
--- a/notebooks/YoloNAS_R_Export_to_ONNX.ipynb
+++ b/notebooks/YoloNAS_R_Export_to_ONNX.ipynb
@@ -48,9 +48,20 @@
     "- Customising input image shape and batch size\n",
     "- Customising NMS parameters and number of detections per image\n",
     "- Customising output format (flat or batched)\n",
-    "- Exported ONNX model can be used with TensorRT"
+    "- Exported ONNX model can be used with TensorRT\n",
+    "\n",
+    "### Limitations\n",
+    "\n",
+    "- Dynamic batch size / input image shape is not supported yet. You can only export a model with a fixed batch size and input image shape.\n",
+    "- TensorRT of version 8.6 or higher is required.\n",
+    "- Quantization to FP16 requires CUDA / MPS device available."
    ]
   },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": ""
+  },
   {
    "cell_type": "code",
    "execution_count": 1,
@@ -1125,26 +1136,6 @@
     "show_predictions_from_flat_format(image, result)"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "collapsed": false,
-    "id": "KZK3oB3EG7ba",
-    "jupyter": {
-     "outputs_hidden": false
-    },
-    "pycharm": {
-     "name": "#%% md\n"
-    }
-   },
-   "source": [
-    "### Limitations\n",
-    "\n",
-    "* Dynamic batch size / input image shape is not supported yet. You can only export a model with a fixed batch size and input image shape.\n",
-    "* TensorRT of version 8.6 or higher is required.\n",
-    "* Quantization to FP16 requires CUDA / MPS device available."
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {