Add device selection for Surya notebook (#1740)

Author: as-suvorov

notebooks/285-surya-line-level-text-detection/285-surya-line-level-text-detection.ipynb

@@ -227,7 +227,45 @@
       "metadata": {},
       "source": [
         "## Run OpenVINO model\n",
-        "[back to top ⬆️](#Table-of-contents:)"
+        "[back to top ⬆️](#Table-of-contents:)\n",
+        "\n",
+        "Select device from dropdown list for running inference using OpenVINO"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 7,
+      "metadata": {},
+      "outputs": [
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "a56d78fc8ba3470cbcca4840e8f05caa",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "Dropdown(description='Device:', index=1, options=('CPU', 'AUTO'), value='AUTO')"
+            ]
+          },
+          "execution_count": 7,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "import ipywidgets as widgets\n",
+        "\n",
+        "core = ov.Core()\n",
+        "\n",
+        "device = widgets.Dropdown(\n",
+        "    options=core.available_devices + [\"AUTO\"],\n",
+        "    value='AUTO',\n",
+        "    description='Device:',\n",
+        "    disabled=False,\n",
+        ")\n",
+        "\n",
+        "device"
       ]
     },
     {
@@ -239,7 +277,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 7,
+      "execution_count": 9,
       "metadata": {
         "id": "t_hOCui8YzZz"
       },
@@ -248,7 +286,7 @@
         "core = ov.Core()\n",
         "\n",
         "# Compile OpenVINO model for loading on device\n",
-        "compiled_ov_model = core.compile_model(ov_model, \"CPU\")\n",
+        "compiled_ov_model = core.compile_model(ov_model, device.value)\n",
         "\n",
         "\n",
         "class OVModelWrapperResult:\n",
@@ -258,7 +296,7 @@
         "\n",
         "class OVModelWrapper:\n",
         "    dtype = torch.float32\n",
-        "    device = \"cpu\"\n",
+        "    device = model.device\n",
         "\n",
         "    def __call__(self, **kwargs):\n",
         "        # obtain output tensor for getting predictions\n",
@@ -275,7 +313,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 8,
+      "execution_count": 10,
       "metadata": {
         "id": "5EuBpVt-aRcy"
       },