{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "toc_visible": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "version_major": 2,
        "version_minor": 0,
        "state": {
          "64884f99f9f74f6fabcf727e94e8aa77": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_69fd3d584bb24767ac3627cb0f03352a",
                "IPY_MODEL_e91febe43a554d2db7b060028dbb43d9",
                "IPY_MODEL_0649065abdf943e1a52142066d014367"
              ],
              "layout": "IPY_MODEL_844d162ea3a843d9a72d18a9b2239242"
            }
          },
          "69fd3d584bb24767ac3627cb0f03352a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fd80860ecfc6494b9c66eb44175d2dca",
              "placeholder": "​",
              "style": "IPY_MODEL_7166427cffab41d99ee6b36dacb6e6ea",
              "value": "README.md: "
            }
          },
          "e91febe43a554d2db7b060028dbb43d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_871fa3741434496ab5139b8a2abff51c",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_273f8546ec66415a827888d351828fe9",
              "value": 1
            }
          },
          "0649065abdf943e1a52142066d014367": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9dac44929c3449db80eeb3a6b4e8afa3",
              "placeholder": "​",
              "style": "IPY_MODEL_4b00383a2e6e4f5d9f2bd8a8974cc32e",
              "value": " 4.96k/? [00:00&lt;00:00, 99.1kB/s]"
            }
          },
          "844d162ea3a843d9a72d18a9b2239242": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fd80860ecfc6494b9c66eb44175d2dca": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7166427cffab41d99ee6b36dacb6e6ea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "871fa3741434496ab5139b8a2abff51c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": "20px"
            }
          },
          "273f8546ec66415a827888d351828fe9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9dac44929c3449db80eeb3a6b4e8afa3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4b00383a2e6e4f5d9f2bd8a8974cc32e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "27d6e7391fe7465eb96705aeb345bb0d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_8a6f7f5a75a245e99fa3ee5c6169fd54",
                "IPY_MODEL_887a8277a99243c48b17e91fab5aaca1",
                "IPY_MODEL_13fc71b2c51b48a586f9deae46a62263"
              ],
              "layout": "IPY_MODEL_ae160aab8bcd44d2a78496e1c4ebcea7"
            }
          },
          "8a6f7f5a75a245e99fa3ee5c6169fd54": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b3498c1239844624895333a6158f4929",
              "placeholder": "​",
              "style": "IPY_MODEL_96aa563de04e4952866415b2c942df7e",
              "value": "data/train-00000-of-00001.parquet: 100%"
            }
          },
          "887a8277a99243c48b17e91fab5aaca1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a43d6515518b4477bb2abfb01be5ab5b",
              "max": 7666434,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_93dfca4c0444404692220cc92223557e",
              "value": 7666434
            }
          },
          "13fc71b2c51b48a586f9deae46a62263": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_859a53cfb9e948249555425f33b31868",
              "placeholder": "​",
              "style": "IPY_MODEL_2f588e17fea7400eafc7f3c7d5ac8811",
              "value": " 7.67M/7.67M [00:01&lt;00:00, 38.4MB/s]"
            }
          },
          "ae160aab8bcd44d2a78496e1c4ebcea7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b3498c1239844624895333a6158f4929": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "96aa563de04e4952866415b2c942df7e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a43d6515518b4477bb2abfb01be5ab5b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "93dfca4c0444404692220cc92223557e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "859a53cfb9e948249555425f33b31868": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2f588e17fea7400eafc7f3c7d5ac8811": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "090cfa27005046adbb674e76bc31eedf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1dc0cae2fd754b23a8a79fdef4e57823",
                "IPY_MODEL_88d64a0369dc49e6823ee205bba7c77c",
                "IPY_MODEL_dab96e6b60d7400c9c072b73aed0e5de"
              ],
              "layout": "IPY_MODEL_8558919cc30846d6ae2cae788930b1ec"
            }
          },
          "1dc0cae2fd754b23a8a79fdef4e57823": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_71c30d551c1b4bbebfbf32612e82a83b",
              "placeholder": "​",
              "style": "IPY_MODEL_7e0a457934af45a496f8fe1f76298178",
              "value": "data/test-00000-of-00001.parquet: 100%"
            }
          },
          "88d64a0369dc49e6823ee205bba7c77c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_20e5e947b1c040ce891639ad47d45dda",
              "max": 1940057,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_4d1383fc07a94427aa742e14b0c9d244",
              "value": 1940057
            }
          },
          "dab96e6b60d7400c9c072b73aed0e5de": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7b23466702064f22bb16a2ff1cc09e5d",
              "placeholder": "​",
              "style": "IPY_MODEL_e16a3386c32f47b2abb3cefb64ca4a62",
              "value": " 1.94M/1.94M [00:01&lt;00:00, 2.93MB/s]"
            }
          },
          "8558919cc30846d6ae2cae788930b1ec": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "71c30d551c1b4bbebfbf32612e82a83b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7e0a457934af45a496f8fe1f76298178": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "20e5e947b1c040ce891639ad47d45dda": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4d1383fc07a94427aa742e14b0c9d244": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "7b23466702064f22bb16a2ff1cc09e5d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e16a3386c32f47b2abb3cefb64ca4a62": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b7af651dbc364c5286fdcc14573a71ed": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_423b33a6746448b1b819e27e4159dca8",
                "IPY_MODEL_94f1f11f95524f4dae12743c67c20d33",
                "IPY_MODEL_12f1acd3acce49d8b96fe85c1e4688db"
              ],
              "layout": "IPY_MODEL_56cedf3416da4c43b60989067193d47a"
            }
          },
          "423b33a6746448b1b819e27e4159dca8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fd8958c14f1041f0b7583fa69edfba42",
              "placeholder": "​",
              "style": "IPY_MODEL_57725f5b2b84494dbcca8cec37f21ac5",
              "value": "Generating train split: 100%"
            }
          },
          "94f1f11f95524f4dae12743c67c20d33": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4539f9442c4349a5bcc9f2f851ac6feb",
              "max": 11550,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_c31db3a2abe744adbe3f1934687e96a3",
              "value": 11550
            }
          },
          "12f1acd3acce49d8b96fe85c1e4688db": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_868cc9d54d7b49ed8ba8e858c9c38eb2",
              "placeholder": "​",
              "style": "IPY_MODEL_e65cee058847405ea88fa7034da9db8e",
              "value": " 11550/11550 [00:00&lt;00:00, 6284.07 examples/s]"
            }
          },
          "56cedf3416da4c43b60989067193d47a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fd8958c14f1041f0b7583fa69edfba42": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "57725f5b2b84494dbcca8cec37f21ac5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4539f9442c4349a5bcc9f2f851ac6feb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c31db3a2abe744adbe3f1934687e96a3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "868cc9d54d7b49ed8ba8e858c9c38eb2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e65cee058847405ea88fa7034da9db8e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "843b01e5674f447aad98466901266d2c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_c0088c1c54244d37aa9ef4d1ed439b46",
                "IPY_MODEL_a963d32f5c954b35b37afaf31f97338c",
                "IPY_MODEL_0ca91fc84b234c58b2ec4a686733536b"
              ],
              "layout": "IPY_MODEL_58106aad4d07481492ed275a59cdf3e5"
            }
          },
          "c0088c1c54244d37aa9ef4d1ed439b46": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f11293c4d6924edf90c56f30c5f024a9",
              "placeholder": "​",
              "style": "IPY_MODEL_f189332799d34d5e86093949553e09f4",
              "value": "Generating test split: 100%"
            }
          },
          "a963d32f5c954b35b37afaf31f97338c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_be4cbb845e5e4ea0ac2aa7881e747218",
              "max": 2888,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ded71cd6af6744519122e73527472683",
              "value": 2888
            }
          },
          "0ca91fc84b234c58b2ec4a686733536b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e352037870f74505a8cc42e1195255e8",
              "placeholder": "​",
              "style": "IPY_MODEL_720d4f69d1904ea5bfe6985a8ee2241a",
              "value": " 2888/2888 [00:00&lt;00:00, 44745.03 examples/s]"
            }
          },
          "58106aad4d07481492ed275a59cdf3e5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f11293c4d6924edf90c56f30c5f024a9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f189332799d34d5e86093949553e09f4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "be4cbb845e5e4ea0ac2aa7881e747218": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ded71cd6af6744519122e73527472683": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e352037870f74505a8cc42e1195255e8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "720d4f69d1904ea5bfe6985a8ee2241a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "11002f8b5a0e40269f3f948051a4be38": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_c58d13c9e1234c96a5d4178377562195",
                "IPY_MODEL_a382cbe5b10c42beb4d8066b6175e9b7",
                "IPY_MODEL_0cd83b73680c473681e6b9cedfe2fe3a"
              ],
              "layout": "IPY_MODEL_b2a0b3522bba4ea99ca0eff5d682e7db"
            }
          },
          "c58d13c9e1234c96a5d4178377562195": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0c1f5f68a88d43bea73563098cac5d77",
              "placeholder": "​",
              "style": "IPY_MODEL_8d3047ffa40443e6b59159591de1ceab",
              "value": "Map: 100%"
            }
          },
          "a382cbe5b10c42beb4d8066b6175e9b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5e0de923ab5c47ab9cb0663bfd931c0e",
              "max": 11550,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_62c6a3a37e6c4d69a83c76b7a6071d51",
              "value": 11550
            }
          },
          "0cd83b73680c473681e6b9cedfe2fe3a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7e2611af72354eeabc75e78108a439d6",
              "placeholder": "​",
              "style": "IPY_MODEL_4bd2b468b800484089750283d5975d55",
              "value": " 11550/11550 [00:01&lt;00:00, 10827.06 examples/s]"
            }
          },
          "b2a0b3522bba4ea99ca0eff5d682e7db": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0c1f5f68a88d43bea73563098cac5d77": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8d3047ffa40443e6b59159591de1ceab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5e0de923ab5c47ab9cb0663bfd931c0e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "62c6a3a37e6c4d69a83c76b7a6071d51": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "7e2611af72354eeabc75e78108a439d6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4bd2b468b800484089750283d5975d55": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8d09d1eddd084f04935e8c985e94cf52": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_9a2fe277b469421fae629d352c5a4ccb",
                "IPY_MODEL_b78dce58b4b54e0794bf3e991782c80b",
                "IPY_MODEL_9ce8093d823243848b78bf26f6a0d45a"
              ],
              "layout": "IPY_MODEL_2567f962d942440eac6284e0aa885d98"
            }
          },
          "9a2fe277b469421fae629d352c5a4ccb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1baadd0402a64528b342a7108aa2d304",
              "placeholder": "​",
              "style": "IPY_MODEL_2c06fa6f9484467e8b94c7b42e864782",
              "value": "README.md: 100%"
            }
          },
          "b78dce58b4b54e0794bf3e991782c80b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a4f5849e420d467ab6b7fa1937c5e4ba",
              "max": 7809,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3ffb47937c4541cca0787ddfbb0c51f4",
              "value": 7809
            }
          },
          "9ce8093d823243848b78bf26f6a0d45a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8a9aebd319094c3889adacc3bd4e614d",
              "placeholder": "​",
              "style": "IPY_MODEL_d4a58471bf98436dabb1bb7354602db5",
              "value": " 7.81k/7.81k [00:00&lt;00:00, 194kB/s]"
            }
          },
          "2567f962d942440eac6284e0aa885d98": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1baadd0402a64528b342a7108aa2d304": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2c06fa6f9484467e8b94c7b42e864782": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a4f5849e420d467ab6b7fa1937c5e4ba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3ffb47937c4541cca0787ddfbb0c51f4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "8a9aebd319094c3889adacc3bd4e614d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d4a58471bf98436dabb1bb7354602db5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6362fa19913d46eda654800c2ec13580": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4a6f0e891b904047a0de869fd62bded9",
                "IPY_MODEL_d635c42361b0464684120e14eda79bcc",
                "IPY_MODEL_2407a366f591499b885c7581681c6048"
              ],
              "layout": "IPY_MODEL_bfa267ac1ef64b149ed442923d924df4"
            }
          },
          "4a6f0e891b904047a0de869fd62bded9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b58e952819134efdaebfebd764d4466b",
              "placeholder": "​",
              "style": "IPY_MODEL_280c3f59c9624ab7a2e94d4031056b01",
              "value": "plain_text/train-00000-of-00001.parquet: reconstructing file: 100%"
            }
          },
          "d635c42361b0464684120e14eda79bcc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_684a7121d9494866a8c05c068aa7d822",
              "max": 20979968,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_32d67aa6bc004f088390df0d4386f78f",
              "value": 20979968
            }
          },
          "2407a366f591499b885c7581681c6048": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a48cebe3312549c08eb7c48a994da57b",
              "placeholder": "​",
              "style": "IPY_MODEL_f8c977a7e4fe458d893043592105ed18",
              "value": " 21.0MB / 21.0MB, 2.06MB/s  "
            }
          },
          "bfa267ac1ef64b149ed442923d924df4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b58e952819134efdaebfebd764d4466b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "280c3f59c9624ab7a2e94d4031056b01": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "684a7121d9494866a8c05c068aa7d822": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "32d67aa6bc004f088390df0d4386f78f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a48cebe3312549c08eb7c48a994da57b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f8c977a7e4fe458d893043592105ed18": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b42b8cc923234faa81fc045e405cacc7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_aed35f5d1a984ab79787e0e83496d80a",
                "IPY_MODEL_497dc076ed574ef5a9cd9175afd9c344",
                "IPY_MODEL_582321670d3041cb95c368e114e44526"
              ],
              "layout": "IPY_MODEL_4a9b07fbd9184aacb8531edd74257228"
            }
          },
          "aed35f5d1a984ab79787e0e83496d80a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_78b688cd0da84d918679d08559bee4da",
              "placeholder": "​",
              "style": "IPY_MODEL_0294a1c2d750424c9ea768a74f45c0df",
              "value": "plain_text/train-00000-of-00001.parquet: downloading bytes: "
            }
          },
          "497dc076ed574ef5a9cd9175afd9c344": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b0a995c6ed194573a96337d5c3df0db8",
              "max": 20979968,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6905632dd2424067a0cca198e89658d0",
              "value": 20924623
            }
          },
          "582321670d3041cb95c368e114e44526": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_66ad7666a9034b0ca201cd3c1a4a018f",
              "placeholder": "​",
              "style": "IPY_MODEL_4177a18a0ee54c86aacbbb52d190fd96",
              "value": " 20.9MB, 2.04MB/s  "
            }
          },
          "4a9b07fbd9184aacb8531edd74257228": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "78b688cd0da84d918679d08559bee4da": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0294a1c2d750424c9ea768a74f45c0df": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b0a995c6ed194573a96337d5c3df0db8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6905632dd2424067a0cca198e89658d0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "66ad7666a9034b0ca201cd3c1a4a018f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4177a18a0ee54c86aacbbb52d190fd96": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "7ed3b85d614f49b0b49d57f6a20ecd07": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_66eff7be511241a29a79d018275045a9",
                "IPY_MODEL_a7a7d856f11246c3ae56050d3af4e4c4",
                "IPY_MODEL_27a329f545674a018dc8632b54222d57"
              ],
              "layout": "IPY_MODEL_23a6660325ff41a589de3bab0a394eab"
            }
          },
          "66eff7be511241a29a79d018275045a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_df915c96e04144fe8007c035831ba408",
              "placeholder": "​",
              "style": "IPY_MODEL_a677b56b476148cd9983994b7571ee48",
              "value": "plain_text/test-00000-of-00001.parquet: reconstructing file: 100%"
            }
          },
          "a7a7d856f11246c3ae56050d3af4e4c4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a59368bf01b64c0ea4259c34a02a0d2a",
              "max": 20470363,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_64287b7d44d343b4b00379af23a3956c",
              "value": 20470363
            }
          },
          "27a329f545674a018dc8632b54222d57": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d916516e3272411ead72f88b460705ab",
              "placeholder": "​",
              "style": "IPY_MODEL_13b28436f93d4caba953bba8d3202f75",
              "value": " 20.5MB / 20.5MB, 2.02MB/s  "
            }
          },
          "23a6660325ff41a589de3bab0a394eab": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "df915c96e04144fe8007c035831ba408": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a677b56b476148cd9983994b7571ee48": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a59368bf01b64c0ea4259c34a02a0d2a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "64287b7d44d343b4b00379af23a3956c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d916516e3272411ead72f88b460705ab": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "13b28436f93d4caba953bba8d3202f75": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9513e870acfe4963820297f64d59095c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0dafdbb3fdeb43b3abfa2a01b8e5a802",
                "IPY_MODEL_edab5269b4da484f87e0f9b383c951af",
                "IPY_MODEL_7c1915bcfafa4412bb5f08bb12b38c4d"
              ],
              "layout": "IPY_MODEL_3e51a958a87d4a088d382c7f46bd2500"
            }
          },
          "0dafdbb3fdeb43b3abfa2a01b8e5a802": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_26f5ac3800384c19a4737fa7558a1a25",
              "placeholder": "​",
              "style": "IPY_MODEL_f1381a0beac24dd9a600245639d33822",
              "value": "plain_text/test-00000-of-00001.parquet: downloading bytes: "
            }
          },
          "edab5269b4da484f87e0f9b383c951af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c0a635d6924e418ea309839c50681143",
              "max": 20470363,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6f4484442a4f44bd9612f8259c7250a6",
              "value": 20398204
            }
          },
          "7c1915bcfafa4412bb5f08bb12b38c4d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_eaf038580d0d4ea1bbf1fa4696461f12",
              "placeholder": "​",
              "style": "IPY_MODEL_6fa352eb24e84e32af0bf765da5159d9",
              "value": " 20.4MB, 2.00MB/s  "
            }
          },
          "3e51a958a87d4a088d382c7f46bd2500": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "26f5ac3800384c19a4737fa7558a1a25": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f1381a0beac24dd9a600245639d33822": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c0a635d6924e418ea309839c50681143": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f4484442a4f44bd9612f8259c7250a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "eaf038580d0d4ea1bbf1fa4696461f12": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6fa352eb24e84e32af0bf765da5159d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fb225ed5350a4d4e8c39d70a2e8791d2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_c0d96c58c02e49a582b3e884381296c4",
                "IPY_MODEL_ec27fdf47da44e5dbe3b40b2cb45e00d",
                "IPY_MODEL_713fc925c55246bab111d32ea3670522"
              ],
              "layout": "IPY_MODEL_545a83988e174ccc88d4b0c5fcfc00bf"
            }
          },
          "c0d96c58c02e49a582b3e884381296c4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f2aeef6eba2c457bb6be87b03586727b",
              "placeholder": "​",
              "style": "IPY_MODEL_16bc52da76864f04b46fc196883e3aff",
              "value": "plain_text/unsupervised-00000-of-00001.p(…): reconstructing file: 100%"
            }
          },
          "ec27fdf47da44e5dbe3b40b2cb45e00d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a0c15cc9adce46fab1566426b43626cf",
              "max": 41996509,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_7571c369ec194614ad5f52223e5954d1",
              "value": 41996509
            }
          },
          "713fc925c55246bab111d32ea3670522": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_459131e32b1f4ae4b7c9e609cf4c07a7",
              "placeholder": "​",
              "style": "IPY_MODEL_cb3ec5c8d3c248c59ccb4c176b86765a",
              "value": " 42.0MB / 42.0MB, 4.11MB/s  "
            }
          },
          "545a83988e174ccc88d4b0c5fcfc00bf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f2aeef6eba2c457bb6be87b03586727b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "16bc52da76864f04b46fc196883e3aff": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a0c15cc9adce46fab1566426b43626cf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7571c369ec194614ad5f52223e5954d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "459131e32b1f4ae4b7c9e609cf4c07a7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cb3ec5c8d3c248c59ccb4c176b86765a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "04514ad6af914ddcae380df4b01f9a0b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_acddce0edba940b9b6712c1d5ab884e8",
                "IPY_MODEL_53e55f40384b4b21a91d7efe704456d6",
                "IPY_MODEL_8fe0b5aa882947b7a4c4fa975382ca53"
              ],
              "layout": "IPY_MODEL_01b7935b1b36466996b01f3827c0a0e1"
            }
          },
          "acddce0edba940b9b6712c1d5ab884e8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_694416cb89b2413aa41df3782c9a0d64",
              "placeholder": "​",
              "style": "IPY_MODEL_35b083a5f4df4f16b139dd2068bfe499",
              "value": "plain_text/unsupervised-00000-of-00001.p(…): downloading bytes: "
            }
          },
          "53e55f40384b4b21a91d7efe704456d6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_495355f575a74e4a93da9994563ca6a1",
              "max": 41996509,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f188b46366f34e59b0523698a7c94b33",
              "value": 41881429
            }
          },
          "8fe0b5aa882947b7a4c4fa975382ca53": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0845e0e4786d47758297b753a60231aa",
              "placeholder": "​",
              "style": "IPY_MODEL_8a1b2a7611694f7883da55d840752566",
              "value": " 41.9MB, 4.11MB/s  "
            }
          },
          "01b7935b1b36466996b01f3827c0a0e1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "694416cb89b2413aa41df3782c9a0d64": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "35b083a5f4df4f16b139dd2068bfe499": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "495355f575a74e4a93da9994563ca6a1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f188b46366f34e59b0523698a7c94b33": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0845e0e4786d47758297b753a60231aa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8a1b2a7611694f7883da55d840752566": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3535e4e8d2654857a6d09d7364864abd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_80e4e5872b0548ee9fd39dbecabe1225",
                "IPY_MODEL_d7598c94454f4b209f9da78feb7b63f4",
                "IPY_MODEL_664f295beda045e59a06bb34257e1e10"
              ],
              "layout": "IPY_MODEL_567111cdb66c428c9c84169e15407942"
            }
          },
          "80e4e5872b0548ee9fd39dbecabe1225": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_19e123f0317c435f9b99f5303ef8c4b3",
              "placeholder": "​",
              "style": "IPY_MODEL_5a710ccb509c4ae1a15e049b72219bbc",
              "value": "Generating train split: 100%"
            }
          },
          "d7598c94454f4b209f9da78feb7b63f4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6698ff7028ac4b63adae5679cc69d2b2",
              "max": 25000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f5e7213538a5458b89079d7e99f924ee",
              "value": 25000
            }
          },
          "664f295beda045e59a06bb34257e1e10": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1f80ed9eb0c4469abe0f1a4aa4cb9baa",
              "placeholder": "​",
              "style": "IPY_MODEL_bfa67b2d6b6f4b568adf8196c47fc155",
              "value": " 25000/25000 [00:00&lt;00:00, 67445.14 examples/s]"
            }
          },
          "567111cdb66c428c9c84169e15407942": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "19e123f0317c435f9b99f5303ef8c4b3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5a710ccb509c4ae1a15e049b72219bbc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6698ff7028ac4b63adae5679cc69d2b2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f5e7213538a5458b89079d7e99f924ee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "1f80ed9eb0c4469abe0f1a4aa4cb9baa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bfa67b2d6b6f4b568adf8196c47fc155": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b0a25ad3b8434c78b925504716262094": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d452ef4bc3674cd89b6c991c404b9b79",
                "IPY_MODEL_c9612780b2f342399f1f71750d17c549",
                "IPY_MODEL_fb8b5106ad904e44baadbde97b883df6"
              ],
              "layout": "IPY_MODEL_e72781e10c044208a04415998b943ad4"
            }
          },
          "d452ef4bc3674cd89b6c991c404b9b79": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_246e1429012c4215b0fbe19276daeb1d",
              "placeholder": "​",
              "style": "IPY_MODEL_6ccb8c4e021c48eb9ff5d98f9d6f9ad2",
              "value": "Generating test split: 100%"
            }
          },
          "c9612780b2f342399f1f71750d17c549": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_22032021954d45c6a8d6588b749ad4d6",
              "max": 25000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_020af2505a304c4b856d3d531971e863",
              "value": 25000
            }
          },
          "fb8b5106ad904e44baadbde97b883df6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b106df35dc7b478e81b797e4a6d41266",
              "placeholder": "​",
              "style": "IPY_MODEL_0e33f6661dea4fab85f54df153ab7204",
              "value": " 25000/25000 [00:00&lt;00:00, 84515.50 examples/s]"
            }
          },
          "e72781e10c044208a04415998b943ad4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "246e1429012c4215b0fbe19276daeb1d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6ccb8c4e021c48eb9ff5d98f9d6f9ad2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "22032021954d45c6a8d6588b749ad4d6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "020af2505a304c4b856d3d531971e863": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b106df35dc7b478e81b797e4a6d41266": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0e33f6661dea4fab85f54df153ab7204": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e6a81915410b43279862ebc902e6367b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_27d8a7a1fd7244ec9fcad788da496458",
                "IPY_MODEL_45bfb6eb128c4182b39061ab14e55514",
                "IPY_MODEL_1c3c521a50de48ec908d2b6374eb22ef"
              ],
              "layout": "IPY_MODEL_fb4a2a9715c04cebbfd4601ddc2dada4"
            }
          },
          "27d8a7a1fd7244ec9fcad788da496458": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ae0266316d45420d84ae5a9c446297b5",
              "placeholder": "​",
              "style": "IPY_MODEL_00964f18aeac46bd913f7a5749d98edd",
              "value": "Generating unsupervised split: 100%"
            }
          },
          "45bfb6eb128c4182b39061ab14e55514": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_94effbf2ec27408a805d6c88e7c0ab62",
              "max": 50000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_58cdc50840b44c8c8aba4426fe2b3de7",
              "value": 50000
            }
          },
          "1c3c521a50de48ec908d2b6374eb22ef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ef308c92dd974b5e8b1cb33bfffa1596",
              "placeholder": "​",
              "style": "IPY_MODEL_19213c476f214da6b2f328e0856604cf",
              "value": " 50000/50000 [00:00&lt;00:00, 94376.68 examples/s]"
            }
          },
          "fb4a2a9715c04cebbfd4601ddc2dada4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ae0266316d45420d84ae5a9c446297b5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "00964f18aeac46bd913f7a5749d98edd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "94effbf2ec27408a805d6c88e7c0ab62": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "58cdc50840b44c8c8aba4426fe2b3de7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "ef308c92dd974b5e8b1cb33bfffa1596": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "19213c476f214da6b2f328e0856604cf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a357153444ae4c9ca1174bac1767581d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e3d135747256453bab82c1b59eba9a53",
                "IPY_MODEL_27f36d0e9ce749109406717bbe551871",
                "IPY_MODEL_5eaf89d0cd4f471f816b1b5789af347e"
              ],
              "layout": "IPY_MODEL_220da8255cf34c6ab1fb84763bf9c6b6"
            }
          },
          "e3d135747256453bab82c1b59eba9a53": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5700d6db50ef4606a64ab6fe39abdd7d",
              "placeholder": "​",
              "style": "IPY_MODEL_eccf9775df2647cbbf5d7dd1f73515e9",
              "value": "Map: 100%"
            }
          },
          "27f36d0e9ce749109406717bbe551871": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_21f13a25ae3c4b19abd7cd130c7513d6",
              "max": 800,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f68684bf49fe4eed9876415ef3831acb",
              "value": 800
            }
          },
          "5eaf89d0cd4f471f816b1b5789af347e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e209c3a98c3841fcb6d04038c8d4431c",
              "placeholder": "​",
              "style": "IPY_MODEL_a2ed4d4a2616486f88108246b1cdfb39",
              "value": " 800/800 [00:00&lt;00:00, 4618.39 examples/s]"
            }
          },
          "220da8255cf34c6ab1fb84763bf9c6b6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5700d6db50ef4606a64ab6fe39abdd7d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "eccf9775df2647cbbf5d7dd1f73515e9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "21f13a25ae3c4b19abd7cd130c7513d6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f68684bf49fe4eed9876415ef3831acb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e209c3a98c3841fcb6d04038c8d4431c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a2ed4d4a2616486f88108246b1cdfb39": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "812e1f048d9449c3b62db7cff78096fe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1a9838ed67af4969a13867ac1231ea12",
                "IPY_MODEL_5b1d39807ed643879be55f53fe9dda88",
                "IPY_MODEL_a88c9dbf93a6474ca369b62fe47b2eb5"
              ],
              "layout": "IPY_MODEL_7322cbe1e98841b79851cc3aa66462cc"
            }
          },
          "1a9838ed67af4969a13867ac1231ea12": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3ef2ce2969e34e9e8b9b0b338b1b5376",
              "placeholder": "​",
              "style": "IPY_MODEL_c3c2f9b83cea468ba882f67363bafeb3",
              "value": "Map: 100%"
            }
          },
          "5b1d39807ed643879be55f53fe9dda88": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_942756f41b5a4d6ca3177bc31ab8a1d6",
              "max": 200,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a6365695e0634b09a1fbf91f6092c6d1",
              "value": 200
            }
          },
          "a88c9dbf93a6474ca369b62fe47b2eb5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_55657ec29bcc48c0a911f58bc60c22aa",
              "placeholder": "​",
              "style": "IPY_MODEL_86f6d16b54bd4740896384f7e93326cb",
              "value": " 200/200 [00:00&lt;00:00, 3226.16 examples/s]"
            }
          },
          "7322cbe1e98841b79851cc3aa66462cc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3ef2ce2969e34e9e8b9b0b338b1b5376": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c3c2f9b83cea468ba882f67363bafeb3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "942756f41b5a4d6ca3177bc31ab8a1d6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a6365695e0634b09a1fbf91f6092c6d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "55657ec29bcc48c0a911f58bc60c22aa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "86f6d16b54bd4740896384f7e93326cb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "36735b889b264a7397dcc01065819d05": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_7ea094966b474d77bf8158591cc6603e",
                "IPY_MODEL_534c7261f7d34c57a9e817570680527b",
                "IPY_MODEL_fc6a5cc60b54474a94323e9300d95522"
              ],
              "layout": "IPY_MODEL_01204d82ad1d46dc9e4f90a5ef5a4d38"
            }
          },
          "7ea094966b474d77bf8158591cc6603e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5518d9c26a524adfa8129a3dddc720bb",
              "placeholder": "​",
              "style": "IPY_MODEL_f6210b0885b04616bbbb0139d1ce72d3",
              "value": "Best trial: 0. Best value: 0.637806: 100%"
            }
          },
          "534c7261f7d34c57a9e817570680527b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a641604e20874978b0e0bf709fd9fb73",
              "max": 4,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_9b93dd29a6dc4fc299fbba57c5b286bb",
              "value": 4
            }
          },
          "fc6a5cc60b54474a94323e9300d95522": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e2433b86dbe2424a805d68a54b8d777b",
              "placeholder": "​",
              "style": "IPY_MODEL_d3cb859636f44d5cbb54688c588e4e53",
              "value": " 4/4 [01:32&lt;00:00, 22.04s/it]"
            }
          },
          "01204d82ad1d46dc9e4f90a5ef5a4d38": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5518d9c26a524adfa8129a3dddc720bb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f6210b0885b04616bbbb0139d1ce72d3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a641604e20874978b0e0bf709fd9fb73": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9b93dd29a6dc4fc299fbba57c5b286bb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e2433b86dbe2424a805d68a54b8d777b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d3cb859636f44d5cbb54688c588e4e53": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a1d967a5fef1401eb66dff0a8cfefdca": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_765de9e9b53a4595995175df37b30e10",
                "IPY_MODEL_e617372f2d7a4fb1b23e7934560dfce6",
                "IPY_MODEL_cba92f809391498e8c84aa771ecb6f56"
              ],
              "layout": "IPY_MODEL_283568e1994242b2a6dfa6796c2991a4"
            }
          },
          "765de9e9b53a4595995175df37b30e10": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_26757cfb24fd4a18a4c8588291605ed1",
              "placeholder": "​",
              "style": "IPY_MODEL_4f43e83d791943ee880e493c2b9c27e7",
              "value": "Loading weights: 100%"
            }
          },
          "e617372f2d7a4fb1b23e7934560dfce6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_accdcdb3666b470887836d8299ac194e",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2554c632044048b3b6742725aaadfc42",
              "value": 101
            }
          },
          "cba92f809391498e8c84aa771ecb6f56": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_807d7f6b142f4e86bdd1c606b0194b60",
              "placeholder": "​",
              "style": "IPY_MODEL_7a38e0cf48114d6b9c573db67ee7f075",
              "value": " 101/101 [00:00&lt;00:00, 2424.38it/s]"
            }
          },
          "283568e1994242b2a6dfa6796c2991a4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "26757cfb24fd4a18a4c8588291605ed1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4f43e83d791943ee880e493c2b9c27e7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "accdcdb3666b470887836d8299ac194e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2554c632044048b3b6742725aaadfc42": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "807d7f6b142f4e86bdd1c606b0194b60": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7a38e0cf48114d6b9c573db67ee7f075": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4c4e3f75785c4b76a440e13a5f696160": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1a8fa490fbfc4c628e807ee22103d20f",
                "IPY_MODEL_affa1f24c9c84196beeadc0036dc471b",
                "IPY_MODEL_c0226167f3364f93835a73e227668270"
              ],
              "layout": "IPY_MODEL_5d7848a4ef0b4a098eac37525e260958"
            }
          },
          "1a8fa490fbfc4c628e807ee22103d20f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7662863504e643d291c088e1178dfcf8",
              "placeholder": "​",
              "style": "IPY_MODEL_92b700bc1f3e4e3a862979f97a382744",
              "value": "Writing model shards: 100%"
            }
          },
          "affa1f24c9c84196beeadc0036dc471b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_886ff59b66134664800603a2a2f7b709",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6f526c02c2c44df6bdae8f0dd229a3d4",
              "value": 1
            }
          },
          "c0226167f3364f93835a73e227668270": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f627544ba56a48f4bed0c3c3bd0d49b2",
              "placeholder": "​",
              "style": "IPY_MODEL_f35b3367bb9a4d728201b692d319a66f",
              "value": " 1/1 [00:00&lt;00:00,  4.65it/s]"
            }
          },
          "5d7848a4ef0b4a098eac37525e260958": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7662863504e643d291c088e1178dfcf8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "92b700bc1f3e4e3a862979f97a382744": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "886ff59b66134664800603a2a2f7b709": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f526c02c2c44df6bdae8f0dd229a3d4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f627544ba56a48f4bed0c3c3bd0d49b2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f35b3367bb9a4d728201b692d319a66f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "21b9891a35a4427795a53f927c229c47": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4f7349ef36a6419fb18a5d8d0e05729c",
                "IPY_MODEL_0f0daa32a5fa404b8abea15ae5f9427b",
                "IPY_MODEL_037ae05dcd1840248dbc0b9aaf78395d"
              ],
              "layout": "IPY_MODEL_94e5a7665d664a499ca43b576ef20a01"
            }
          },
          "4f7349ef36a6419fb18a5d8d0e05729c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a4965da25ff542c7ba7069a9cc9195f1",
              "placeholder": "​",
              "style": "IPY_MODEL_517158f38689459b8cc9e43063aa4e47",
              "value": "Writing model shards: 100%"
            }
          },
          "0f0daa32a5fa404b8abea15ae5f9427b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_403642de031b4554b59b3188654e42dd",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0534b342b8f74b7dae37e9bae8cd985a",
              "value": 1
            }
          },
          "037ae05dcd1840248dbc0b9aaf78395d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5ccbbc1f39204814b942bd3274fc3b1c",
              "placeholder": "​",
              "style": "IPY_MODEL_52f3c53e3221494a9e161da4557de2f6",
              "value": " 1/1 [00:00&lt;00:00,  4.60it/s]"
            }
          },
          "94e5a7665d664a499ca43b576ef20a01": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a4965da25ff542c7ba7069a9cc9195f1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "517158f38689459b8cc9e43063aa4e47": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "403642de031b4554b59b3188654e42dd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0534b342b8f74b7dae37e9bae8cd985a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5ccbbc1f39204814b942bd3274fc3b1c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "52f3c53e3221494a9e161da4557de2f6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c2f66da7d54c46668e86914304c5d05c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f7395bdb64f4424c8ba1f466dfe5de15",
                "IPY_MODEL_e53976210fa14e62b9fc65d5baccd02e",
                "IPY_MODEL_4c4befc1506d4ed280df25b1ace3923a"
              ],
              "layout": "IPY_MODEL_81437c776bb445b19bbb1de9a0507c25"
            }
          },
          "f7395bdb64f4424c8ba1f466dfe5de15": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4b3357fb66de4583b7d2da9c3fedcdbd",
              "placeholder": "​",
              "style": "IPY_MODEL_ae133f51c76e427b97d3caac0dc8829f",
              "value": "Writing model shards: 100%"
            }
          },
          "e53976210fa14e62b9fc65d5baccd02e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4e863256e29e407194e7ed9c0263ba71",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6e2cae817dd24a4d8ea973d1104c38b6",
              "value": 1
            }
          },
          "4c4befc1506d4ed280df25b1ace3923a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_48f18a7f4bcd42a5b8d08c681ef30262",
              "placeholder": "​",
              "style": "IPY_MODEL_a44df0426af44442abfe60c61a3770ef",
              "value": " 1/1 [00:00&lt;00:00,  4.77it/s]"
            }
          },
          "81437c776bb445b19bbb1de9a0507c25": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4b3357fb66de4583b7d2da9c3fedcdbd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ae133f51c76e427b97d3caac0dc8829f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4e863256e29e407194e7ed9c0263ba71": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6e2cae817dd24a4d8ea973d1104c38b6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "48f18a7f4bcd42a5b8d08c681ef30262": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a44df0426af44442abfe60c61a3770ef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b2ed8826832d44689cbe6a6d19a4b738": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0088f54e83d54a7aad4d4f0803546017",
                "IPY_MODEL_d6ed22349e114c16994613d028621b80",
                "IPY_MODEL_b436e7e1b0ba4ee285deaede39316605"
              ],
              "layout": "IPY_MODEL_85ffaa14e32c4dce83137c64d805a54e"
            }
          },
          "0088f54e83d54a7aad4d4f0803546017": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_61213155d361453f8c86711b9b84ee02",
              "placeholder": "​",
              "style": "IPY_MODEL_63642730afa14f9e952bd0fbf4a950fa",
              "value": "Writing model shards: 100%"
            }
          },
          "d6ed22349e114c16994613d028621b80": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d0c6bf8d435a43c6b36e574ceb2ca120",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_964f800963a641028fa04d60376f1c31",
              "value": 1
            }
          },
          "b436e7e1b0ba4ee285deaede39316605": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c66fdb337f9240d3912e64c0118652d8",
              "placeholder": "​",
              "style": "IPY_MODEL_8b64932940ab4a079eab87ad688c4a26",
              "value": " 1/1 [00:00&lt;00:00,  4.77it/s]"
            }
          },
          "85ffaa14e32c4dce83137c64d805a54e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "61213155d361453f8c86711b9b84ee02": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "63642730afa14f9e952bd0fbf4a950fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d0c6bf8d435a43c6b36e574ceb2ca120": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "964f800963a641028fa04d60376f1c31": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c66fdb337f9240d3912e64c0118652d8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8b64932940ab4a079eab87ad688c4a26": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e8a0ae150cb849298c90a48ddec15164": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_de499d4d486142d4a3f2058fd30e4704",
                "IPY_MODEL_d1be2d68d62d4a71bed3dce597d444d5",
                "IPY_MODEL_a2798f1d3ac14e229a00eb47d42b1cbe"
              ],
              "layout": "IPY_MODEL_acdd99b9c7904239926572d5b5f24be7"
            }
          },
          "de499d4d486142d4a3f2058fd30e4704": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ae3d11e0002f41bc942e191faf83025c",
              "placeholder": "​",
              "style": "IPY_MODEL_965b8d9635014c55af9e7238abcca0a5",
              "value": "Writing model shards: 100%"
            }
          },
          "d1be2d68d62d4a71bed3dce597d444d5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_87a991a962f8472aa11885ce162fa918",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d286cb1471924c9ca1ebfaed6708f550",
              "value": 1
            }
          },
          "a2798f1d3ac14e229a00eb47d42b1cbe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c9612fa3271545bfba20096acb9dccad",
              "placeholder": "​",
              "style": "IPY_MODEL_f3c88e44001a4956bd70984553ef91c9",
              "value": " 1/1 [00:00&lt;00:00,  4.75it/s]"
            }
          },
          "acdd99b9c7904239926572d5b5f24be7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ae3d11e0002f41bc942e191faf83025c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "965b8d9635014c55af9e7238abcca0a5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "87a991a962f8472aa11885ce162fa918": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d286cb1471924c9ca1ebfaed6708f550": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c9612fa3271545bfba20096acb9dccad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f3c88e44001a4956bd70984553ef91c9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b9d0ad3ad9fd4955a740ee10fc10f821": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_3df872ae39cd4950959f81f3d251a203",
                "IPY_MODEL_2f23f841f1114d929f6c75259b06251a",
                "IPY_MODEL_67cf311325764c56ab0eb4e39c9eb500"
              ],
              "layout": "IPY_MODEL_35842b74054b4b838cdc0891b09ca177"
            }
          },
          "3df872ae39cd4950959f81f3d251a203": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_977ea0f059d44989861310f13a3b0472",
              "placeholder": "​",
              "style": "IPY_MODEL_d9ea889c91d54faf92315b3ee1c0154f",
              "value": "Writing model shards: 100%"
            }
          },
          "2f23f841f1114d929f6c75259b06251a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_89cf03d4285a4297b4b8b6e80152392d",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_7dd64483666a40788e704f3d81e1cfa5",
              "value": 1
            }
          },
          "67cf311325764c56ab0eb4e39c9eb500": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f65439ef64364ef1b2f6d72acfe1db5b",
              "placeholder": "​",
              "style": "IPY_MODEL_2ca2706306294a65bbf09db5f08ea516",
              "value": " 1/1 [00:00&lt;00:00,  4.73it/s]"
            }
          },
          "35842b74054b4b838cdc0891b09ca177": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "977ea0f059d44989861310f13a3b0472": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d9ea889c91d54faf92315b3ee1c0154f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "89cf03d4285a4297b4b8b6e80152392d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7dd64483666a40788e704f3d81e1cfa5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f65439ef64364ef1b2f6d72acfe1db5b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2ca2706306294a65bbf09db5f08ea516": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9a52d19f0be841f3b1d8a371e99a17c9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_165f2cc99d8343ff904c30bac202a5d1",
                "IPY_MODEL_a2144f78ef1749c09dbf0b4dc3225561",
                "IPY_MODEL_7aeb4f1185e2408881d69ac3dbad6e38"
              ],
              "layout": "IPY_MODEL_20f064cad46840cf8cfdd75579e8940d"
            }
          },
          "165f2cc99d8343ff904c30bac202a5d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_37d0a00e4d8647d89ec05a8967d76daf",
              "placeholder": "​",
              "style": "IPY_MODEL_dc378db682b441578ab1fbc2ae517bc9",
              "value": "Loading weights: 100%"
            }
          },
          "a2144f78ef1749c09dbf0b4dc3225561": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3e23eaf379dc4bd5a84eddbe36acca4a",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_958d4d05f3d04a069d7ae4f502063fa5",
              "value": 101
            }
          },
          "7aeb4f1185e2408881d69ac3dbad6e38": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9d5407d0d7864507a876452939dd25de",
              "placeholder": "​",
              "style": "IPY_MODEL_1329d7961f5b49f4ab420d9941e1cdd6",
              "value": " 101/101 [00:00&lt;00:00, 2514.81it/s]"
            }
          },
          "20f064cad46840cf8cfdd75579e8940d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "37d0a00e4d8647d89ec05a8967d76daf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dc378db682b441578ab1fbc2ae517bc9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3e23eaf379dc4bd5a84eddbe36acca4a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "958d4d05f3d04a069d7ae4f502063fa5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9d5407d0d7864507a876452939dd25de": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1329d7961f5b49f4ab420d9941e1cdd6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "be937e07fa674a6cb49fee8ef5100444": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0fe1b49965764df49193f94c3a4ce7e3",
                "IPY_MODEL_8b905e75608c4562a94396a63c3328fa",
                "IPY_MODEL_6586e42ccf0348a283c6474de41bb9a6"
              ],
              "layout": "IPY_MODEL_fdc4eecb1542475bad39709ca888a407"
            }
          },
          "0fe1b49965764df49193f94c3a4ce7e3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_69a7d1c8283a47ab9c4650ba41de2d03",
              "placeholder": "​",
              "style": "IPY_MODEL_f0d261d4a2cf4f3ebab964ebcbdd0feb",
              "value": "Writing model shards: 100%"
            }
          },
          "8b905e75608c4562a94396a63c3328fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e863a872a15d42ff992a5e2f34607119",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_7d5f1af251c446a587e19793be1a0d15",
              "value": 1
            }
          },
          "6586e42ccf0348a283c6474de41bb9a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_de6ee829a5304f658e2f057ce36f38c3",
              "placeholder": "​",
              "style": "IPY_MODEL_997250bda4e24e4da89c5a6c7feb9295",
              "value": " 1/1 [00:00&lt;00:00,  4.81it/s]"
            }
          },
          "fdc4eecb1542475bad39709ca888a407": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "69a7d1c8283a47ab9c4650ba41de2d03": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f0d261d4a2cf4f3ebab964ebcbdd0feb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e863a872a15d42ff992a5e2f34607119": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7d5f1af251c446a587e19793be1a0d15": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "de6ee829a5304f658e2f057ce36f38c3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "997250bda4e24e4da89c5a6c7feb9295": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d4c98b45460448678001baa5ed46bada": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a46983552ffd41e49059d6be7eec0b54",
                "IPY_MODEL_575f31763dd446dfbcf443bed12a8b9b",
                "IPY_MODEL_fc6e7b032cb640998480315d2eee58b7"
              ],
              "layout": "IPY_MODEL_670396cd395e408ba599f78e99bbcc6d"
            }
          },
          "a46983552ffd41e49059d6be7eec0b54": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1075ef0fda514ae49e0d1d1262b3d576",
              "placeholder": "​",
              "style": "IPY_MODEL_7b95c5be6a614328b05b6fd498abe046",
              "value": "Writing model shards: 100%"
            }
          },
          "575f31763dd446dfbcf443bed12a8b9b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f7c54084c8764464b754c264f845843b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_068b0779ae36413d88fe5ccd3571820c",
              "value": 1
            }
          },
          "fc6e7b032cb640998480315d2eee58b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6fdb470e649240e9ad33b8962ee38e2d",
              "placeholder": "​",
              "style": "IPY_MODEL_dd3064a7698a46a68bb0f2aefef8f059",
              "value": " 1/1 [00:00&lt;00:00,  4.29it/s]"
            }
          },
          "670396cd395e408ba599f78e99bbcc6d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1075ef0fda514ae49e0d1d1262b3d576": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7b95c5be6a614328b05b6fd498abe046": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f7c54084c8764464b754c264f845843b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "068b0779ae36413d88fe5ccd3571820c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6fdb470e649240e9ad33b8962ee38e2d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dd3064a7698a46a68bb0f2aefef8f059": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0b325f13f4fb4c4f8dd6529d5a57c6dc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_eebddb32ad474ac7a03e69b0f137af30",
                "IPY_MODEL_74e51882d85e43a9adb72dd558a0cde4",
                "IPY_MODEL_623c7cac59ea469c86e6830eed60c75c"
              ],
              "layout": "IPY_MODEL_e26578ff8c9f49e099252be783c3116a"
            }
          },
          "eebddb32ad474ac7a03e69b0f137af30": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4795bc9ca7ba4bf381f0b3cdd708750f",
              "placeholder": "​",
              "style": "IPY_MODEL_322442f3ec4340249e8aa0c2a2f9a294",
              "value": "Writing model shards: 100%"
            }
          },
          "74e51882d85e43a9adb72dd558a0cde4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1f0492a4c2f5473bbfef040eb6560ed3",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ef8ab0bbaf0e4b14b7ea7f6cc899d37a",
              "value": 1
            }
          },
          "623c7cac59ea469c86e6830eed60c75c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_83910c742e294bb4bd79b1563ef8b010",
              "placeholder": "​",
              "style": "IPY_MODEL_438b96897aa645c3acbe47e2123cd814",
              "value": " 1/1 [00:00&lt;00:00,  4.63it/s]"
            }
          },
          "e26578ff8c9f49e099252be783c3116a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4795bc9ca7ba4bf381f0b3cdd708750f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "322442f3ec4340249e8aa0c2a2f9a294": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1f0492a4c2f5473bbfef040eb6560ed3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef8ab0bbaf0e4b14b7ea7f6cc899d37a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "83910c742e294bb4bd79b1563ef8b010": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "438b96897aa645c3acbe47e2123cd814": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "da03d458060a49ac9946d056005f22f3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_51d6cc4b028946069314979608ec0199",
                "IPY_MODEL_ce62e637f06541659fa63c1630427929",
                "IPY_MODEL_1ffe4455098041a5af2ae0183eeccc66"
              ],
              "layout": "IPY_MODEL_f694144e6034425f811542027b6f6087"
            }
          },
          "51d6cc4b028946069314979608ec0199": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bb750dd25d5d4d2bb2bc8acb230e9acb",
              "placeholder": "​",
              "style": "IPY_MODEL_20b0be8001bf424482579f9b1109725f",
              "value": "Writing model shards: 100%"
            }
          },
          "ce62e637f06541659fa63c1630427929": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f32efd8578ce43f5a55f83de50dc2a0c",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_53f3a739909b4bab997e469ea96c0dcc",
              "value": 1
            }
          },
          "1ffe4455098041a5af2ae0183eeccc66": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d81af0f311f14cf0a9ad1168ac899311",
              "placeholder": "​",
              "style": "IPY_MODEL_30b2977fbbc8417da6a4a0c16bb7deee",
              "value": " 1/1 [00:00&lt;00:00,  4.76it/s]"
            }
          },
          "f694144e6034425f811542027b6f6087": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bb750dd25d5d4d2bb2bc8acb230e9acb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "20b0be8001bf424482579f9b1109725f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f32efd8578ce43f5a55f83de50dc2a0c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "53f3a739909b4bab997e469ea96c0dcc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d81af0f311f14cf0a9ad1168ac899311": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "30b2977fbbc8417da6a4a0c16bb7deee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3c462f1e9f9041b094aa098b75389b20": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d528ed01f21b447f993998a2be407eae",
                "IPY_MODEL_f6917f4673fd4c3ba3112881eb784b63",
                "IPY_MODEL_f822fa4cd14945da98dce1db060c1686"
              ],
              "layout": "IPY_MODEL_6f7f5e2d309b4f1d853d6eec04e8fe67"
            }
          },
          "d528ed01f21b447f993998a2be407eae": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6c721db4268a455fa3fe2e09b950b79b",
              "placeholder": "​",
              "style": "IPY_MODEL_609a068f87ad4508a6e93b512371b959",
              "value": "Writing model shards: 100%"
            }
          },
          "f6917f4673fd4c3ba3112881eb784b63": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bd00f27bcae0446ebb4638d6d19c498f",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3427c3d67d4944fea3277450a7a7d05c",
              "value": 1
            }
          },
          "f822fa4cd14945da98dce1db060c1686": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_345e926a41364e9090fd6f57e0af1c88",
              "placeholder": "​",
              "style": "IPY_MODEL_4112c91028874adbb23e3968a974ad85",
              "value": " 1/1 [00:00&lt;00:00,  4.40it/s]"
            }
          },
          "6f7f5e2d309b4f1d853d6eec04e8fe67": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6c721db4268a455fa3fe2e09b950b79b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "609a068f87ad4508a6e93b512371b959": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bd00f27bcae0446ebb4638d6d19c498f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3427c3d67d4944fea3277450a7a7d05c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "345e926a41364e9090fd6f57e0af1c88": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4112c91028874adbb23e3968a974ad85": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "31404a0546574fee82905c86a45f4282": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_49885f56da1040b7919c7507bbb2ae29",
                "IPY_MODEL_1fe4151e3513486d926e08e82b77bc86",
                "IPY_MODEL_2951a73762fb408fb1de9aa94a2d33ef"
              ],
              "layout": "IPY_MODEL_2510b2fc6f3a4b0ebca4861ff005795b"
            }
          },
          "49885f56da1040b7919c7507bbb2ae29": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3b5c2cec9028415a8ec9f7f7e792df7d",
              "placeholder": "​",
              "style": "IPY_MODEL_14902f9e573a432790c468d1af1c3513",
              "value": "Writing model shards: 100%"
            }
          },
          "1fe4151e3513486d926e08e82b77bc86": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_72a02e0c7eb248869e1995ab63ea22a7",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a5e36547736c427aa08984afd45b3ac1",
              "value": 1
            }
          },
          "2951a73762fb408fb1de9aa94a2d33ef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cd8cb68d548c4aa5837cd072c7920998",
              "placeholder": "​",
              "style": "IPY_MODEL_6a810f91dd574fc4b959541d5bfed221",
              "value": " 1/1 [00:00&lt;00:00,  4.39it/s]"
            }
          },
          "2510b2fc6f3a4b0ebca4861ff005795b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3b5c2cec9028415a8ec9f7f7e792df7d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "14902f9e573a432790c468d1af1c3513": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "72a02e0c7eb248869e1995ab63ea22a7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a5e36547736c427aa08984afd45b3ac1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "cd8cb68d548c4aa5837cd072c7920998": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6a810f91dd574fc4b959541d5bfed221": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fb9c6d0bc2cd4ede94bbd4cd9cf6db03": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_53860ef9cea64f9580ad40876da8b6b3",
                "IPY_MODEL_d76052c555a747718f081aa31e340e63",
                "IPY_MODEL_5cda268e43514cb2b5c3373e3a0c0438"
              ],
              "layout": "IPY_MODEL_47f32e8dfd01492f9f8d1de2d313129f"
            }
          },
          "53860ef9cea64f9580ad40876da8b6b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_15be5c98df124e3693dbacf8e5ce4f73",
              "placeholder": "​",
              "style": "IPY_MODEL_e2dcee988ecb4d36aa33e1d17dc174df",
              "value": "Loading weights: 100%"
            }
          },
          "d76052c555a747718f081aa31e340e63": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f5868de4cc8b41b5b4f1819d953ddbd1",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_fef181db39ba4e0b8ae5b7a375661108",
              "value": 101
            }
          },
          "5cda268e43514cb2b5c3373e3a0c0438": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e668405aef384dba9c5bb3cd6999b7bb",
              "placeholder": "​",
              "style": "IPY_MODEL_2de8416017c24c26a268c5dba1c410ba",
              "value": " 101/101 [00:00&lt;00:00, 2823.30it/s]"
            }
          },
          "47f32e8dfd01492f9f8d1de2d313129f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "15be5c98df124e3693dbacf8e5ce4f73": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e2dcee988ecb4d36aa33e1d17dc174df": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f5868de4cc8b41b5b4f1819d953ddbd1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fef181db39ba4e0b8ae5b7a375661108": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e668405aef384dba9c5bb3cd6999b7bb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2de8416017c24c26a268c5dba1c410ba": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "425e40a19ccd48f6bd3c859fde0acf66": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_c7b3a36dfeb94fdb8a1e2ed8d77e0e24",
                "IPY_MODEL_b51d69b48ddf4024bb0cfc90f6565da6",
                "IPY_MODEL_7e1556fcd65648459834046ebc7c08a0"
              ],
              "layout": "IPY_MODEL_c89ca1450fda498d9b25cdcf285cd79b"
            }
          },
          "c7b3a36dfeb94fdb8a1e2ed8d77e0e24": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9a7cf920428f42289abedfd677ded0f7",
              "placeholder": "​",
              "style": "IPY_MODEL_ef8086a371064f51ad37e9f3a67753bd",
              "value": "Writing model shards: 100%"
            }
          },
          "b51d69b48ddf4024bb0cfc90f6565da6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3507b4452829470099e1d402ac495c44",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_9d7a2f9395384b16b62edea3409a9836",
              "value": 1
            }
          },
          "7e1556fcd65648459834046ebc7c08a0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2818d2a1ff6746ccba27af3e1aed567c",
              "placeholder": "​",
              "style": "IPY_MODEL_428e37a631e64dbd8be6baa46bf74ab3",
              "value": " 1/1 [00:00&lt;00:00,  4.54it/s]"
            }
          },
          "c89ca1450fda498d9b25cdcf285cd79b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9a7cf920428f42289abedfd677ded0f7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef8086a371064f51ad37e9f3a67753bd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3507b4452829470099e1d402ac495c44": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9d7a2f9395384b16b62edea3409a9836": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "2818d2a1ff6746ccba27af3e1aed567c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "428e37a631e64dbd8be6baa46bf74ab3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fee246f17501410b9a3d75b338347328": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_7a30bc48f86a4142a20c2cd3dbd80286",
                "IPY_MODEL_2f891fbf78d844229fa9e27e8d8f5dcb",
                "IPY_MODEL_c605a49a8d71420eaf1e2a4cfb9272f2"
              ],
              "layout": "IPY_MODEL_a0b7b2f792c640478629f8a36c3562ba"
            }
          },
          "7a30bc48f86a4142a20c2cd3dbd80286": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4e91ade4bec04cbb8ed97c82a8a07ef1",
              "placeholder": "​",
              "style": "IPY_MODEL_dcaf0d2a4fff4a35816480cd8e1e154d",
              "value": "Writing model shards: 100%"
            }
          },
          "2f891fbf78d844229fa9e27e8d8f5dcb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b19e32c6bc1c49c7b8ec839b2f96d1c8",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d935bb1d30a64ef8badc6782bd25cf97",
              "value": 1
            }
          },
          "c605a49a8d71420eaf1e2a4cfb9272f2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_121778f1996e4999b9ae994611efb1c4",
              "placeholder": "​",
              "style": "IPY_MODEL_6a5bf6eb64fa4f78bd35abc410bce9bb",
              "value": " 1/1 [00:00&lt;00:00,  4.63it/s]"
            }
          },
          "a0b7b2f792c640478629f8a36c3562ba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4e91ade4bec04cbb8ed97c82a8a07ef1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dcaf0d2a4fff4a35816480cd8e1e154d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b19e32c6bc1c49c7b8ec839b2f96d1c8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d935bb1d30a64ef8badc6782bd25cf97": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "121778f1996e4999b9ae994611efb1c4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6a5bf6eb64fa4f78bd35abc410bce9bb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8d5ecfaad2504736841471bc0a22ccc2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_76ee2d20cde449adae11b690ac727cc0",
                "IPY_MODEL_ff30c1e16c8a4c8eaa0e8694a9b4bf31",
                "IPY_MODEL_c472975bafbf4459b716c4bd1dd63ee5"
              ],
              "layout": "IPY_MODEL_914fdf08316e4b54aa3e7f0fbc141f25"
            }
          },
          "76ee2d20cde449adae11b690ac727cc0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_04af65be5ab54d12b2ac565dfb974aa2",
              "placeholder": "​",
              "style": "IPY_MODEL_3dd42c69633248bb8a12235ee8a64d98",
              "value": "Writing model shards: 100%"
            }
          },
          "ff30c1e16c8a4c8eaa0e8694a9b4bf31": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_01379739d3c94ada93340c483c333e66",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0cbecb0c8ed34d6ba95a5f13b259807c",
              "value": 1
            }
          },
          "c472975bafbf4459b716c4bd1dd63ee5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e4f8b82ae4e74a1dbea07116a1d06d43",
              "placeholder": "​",
              "style": "IPY_MODEL_51feb170fa984673b2c96c5122640264",
              "value": " 1/1 [00:00&lt;00:00,  4.61it/s]"
            }
          },
          "914fdf08316e4b54aa3e7f0fbc141f25": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "04af65be5ab54d12b2ac565dfb974aa2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3dd42c69633248bb8a12235ee8a64d98": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "01379739d3c94ada93340c483c333e66": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0cbecb0c8ed34d6ba95a5f13b259807c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e4f8b82ae4e74a1dbea07116a1d06d43": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "51feb170fa984673b2c96c5122640264": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8d5acac0a9b04119b40eef11ecbbd10e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4fa88c58b76e4dbc9c4dc21eb9f526d9",
                "IPY_MODEL_f6bc3822108b4c33a5c82b24c7735ccf",
                "IPY_MODEL_659b2c54639145fe968d7e848ecfee5b"
              ],
              "layout": "IPY_MODEL_f1b64adbd6eb4d4784d731e063b2dcfb"
            }
          },
          "4fa88c58b76e4dbc9c4dc21eb9f526d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7443c116025143f89d7bfa4be9c139a8",
              "placeholder": "​",
              "style": "IPY_MODEL_e132246e20734dcb8f668da73dbf8bf1",
              "value": "Writing model shards: 100%"
            }
          },
          "f6bc3822108b4c33a5c82b24c7735ccf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7d0420c70d624f2d8d433d3525cb70e8",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d7b905c24a2b48ca930af3f5e234e528",
              "value": 1
            }
          },
          "659b2c54639145fe968d7e848ecfee5b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b30b9dd55e8748ae93cd2e311fcd4776",
              "placeholder": "​",
              "style": "IPY_MODEL_da2cc55513394bb7bea468c2edb43401",
              "value": " 1/1 [00:00&lt;00:00,  4.50it/s]"
            }
          },
          "f1b64adbd6eb4d4784d731e063b2dcfb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7443c116025143f89d7bfa4be9c139a8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e132246e20734dcb8f668da73dbf8bf1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "7d0420c70d624f2d8d433d3525cb70e8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d7b905c24a2b48ca930af3f5e234e528": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b30b9dd55e8748ae93cd2e311fcd4776": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "da2cc55513394bb7bea468c2edb43401": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2c3b5ada47344e8c9a806b4d5850e921": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_da5e66f2f5bf4efd9b86d9a5407339a5",
                "IPY_MODEL_c5890ff03bbf40babbadfb860555f024",
                "IPY_MODEL_fed16e7b41454362bb841a425497ab53"
              ],
              "layout": "IPY_MODEL_39aba2b0fbdc4935ba24a3e371609890"
            }
          },
          "da5e66f2f5bf4efd9b86d9a5407339a5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1db94c2931b746c1aeb01c02e1ab5b98",
              "placeholder": "​",
              "style": "IPY_MODEL_e6d4a011e1144da5b069bebb76e9fc6d",
              "value": "Writing model shards: 100%"
            }
          },
          "c5890ff03bbf40babbadfb860555f024": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3e6778f81bb644e0b28e3da847ac4778",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_9274698bdfdf4b5e947c71a01e0e9713",
              "value": 1
            }
          },
          "fed16e7b41454362bb841a425497ab53": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d7f9899cc25d4c20bd7826aa4e420c6c",
              "placeholder": "​",
              "style": "IPY_MODEL_3e0561e3b020456dbf64d387f63aaa6b",
              "value": " 1/1 [00:00&lt;00:00,  4.62it/s]"
            }
          },
          "39aba2b0fbdc4935ba24a3e371609890": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1db94c2931b746c1aeb01c02e1ab5b98": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e6d4a011e1144da5b069bebb76e9fc6d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3e6778f81bb644e0b28e3da847ac4778": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9274698bdfdf4b5e947c71a01e0e9713": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d7f9899cc25d4c20bd7826aa4e420c6c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3e0561e3b020456dbf64d387f63aaa6b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "98531e660d4e4fe4b92c02fce98d8bfa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a69db46c06a6484d98de327a60a4b300",
                "IPY_MODEL_293eadc8760441c3a3e1006cc7f2b02d",
                "IPY_MODEL_4d83c863df664f10bbaa6b45de15ef76"
              ],
              "layout": "IPY_MODEL_3caf8b24e09b482888626edfb19eb900"
            }
          },
          "a69db46c06a6484d98de327a60a4b300": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5dbad70ed7e04a6682c2545a2c8a3c7b",
              "placeholder": "​",
              "style": "IPY_MODEL_fbfdba55c0254b1ca65a8a0f21d15ef9",
              "value": "Writing model shards: 100%"
            }
          },
          "293eadc8760441c3a3e1006cc7f2b02d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d720489dcfe14ec0be6ef03a247e08a4",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_46ee0fccef904fae9966a8592a604cbd",
              "value": 1
            }
          },
          "4d83c863df664f10bbaa6b45de15ef76": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c659540514d540daae42333643dee87b",
              "placeholder": "​",
              "style": "IPY_MODEL_fa37706eafce49879fbf71b1417c2050",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "3caf8b24e09b482888626edfb19eb900": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5dbad70ed7e04a6682c2545a2c8a3c7b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fbfdba55c0254b1ca65a8a0f21d15ef9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d720489dcfe14ec0be6ef03a247e08a4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "46ee0fccef904fae9966a8592a604cbd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c659540514d540daae42333643dee87b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fa37706eafce49879fbf71b1417c2050": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "540ecb849181472cb78c1a93253a3289": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d1a7d5a4f7424c54b925f03ba6bd9933",
                "IPY_MODEL_cbc44e77c23e46b8abeaf7c535db0ceb",
                "IPY_MODEL_a12fde123d0c412b8dd36ae5cd1f87a6"
              ],
              "layout": "IPY_MODEL_c81491726e8a4ba88581cf32251ed6d0"
            }
          },
          "d1a7d5a4f7424c54b925f03ba6bd9933": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8ce35f59ac574de3a56748d591634546",
              "placeholder": "​",
              "style": "IPY_MODEL_78c30c8d71494314b3f680190cca917b",
              "value": "Loading weights: 100%"
            }
          },
          "cbc44e77c23e46b8abeaf7c535db0ceb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_442b9093b5e84840ab63210a3a8ce3ad",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ddefad9e9648435983d74b9a1858cb35",
              "value": 101
            }
          },
          "a12fde123d0c412b8dd36ae5cd1f87a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_66bdfc1993a243f0ba513e5f269df4d0",
              "placeholder": "​",
              "style": "IPY_MODEL_8b853e8f9a9f46a9993c3b77c6a8d84c",
              "value": " 101/101 [00:00&lt;00:00, 2515.00it/s]"
            }
          },
          "c81491726e8a4ba88581cf32251ed6d0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8ce35f59ac574de3a56748d591634546": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "78c30c8d71494314b3f680190cca917b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "442b9093b5e84840ab63210a3a8ce3ad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ddefad9e9648435983d74b9a1858cb35": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "66bdfc1993a243f0ba513e5f269df4d0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8b853e8f9a9f46a9993c3b77c6a8d84c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f1adcbba1d49446c8acbc6b7dbd71ad0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_7915e5f09cd242e1bd3b8b257d346e96",
                "IPY_MODEL_3469f26b01264300a2e62f98000ba3ff",
                "IPY_MODEL_d228491dfd52455a98b35501e3f39a06"
              ],
              "layout": "IPY_MODEL_b02bec2cfd5e4be29fba3970cee47131"
            }
          },
          "7915e5f09cd242e1bd3b8b257d346e96": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f41275e120ec4085955ad9c67d56e752",
              "placeholder": "​",
              "style": "IPY_MODEL_ced43bcf85fa4ed1b42c44353212925a",
              "value": "Writing model shards: 100%"
            }
          },
          "3469f26b01264300a2e62f98000ba3ff": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_11a13bbc13714063bd4e6c1715d7877f",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_8edc6f28c8db4baeba0c2de38939437e",
              "value": 1
            }
          },
          "d228491dfd52455a98b35501e3f39a06": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0c13acd80c7c4f519e8645bd5b9cdfd9",
              "placeholder": "​",
              "style": "IPY_MODEL_889edda6b13b4dafaad8c88bca104010",
              "value": " 1/1 [00:00&lt;00:00,  3.79it/s]"
            }
          },
          "b02bec2cfd5e4be29fba3970cee47131": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f41275e120ec4085955ad9c67d56e752": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ced43bcf85fa4ed1b42c44353212925a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "11a13bbc13714063bd4e6c1715d7877f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8edc6f28c8db4baeba0c2de38939437e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0c13acd80c7c4f519e8645bd5b9cdfd9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "889edda6b13b4dafaad8c88bca104010": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "01dafb98f54f48c5922dd60ec8157697": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_3ac88d0b3cc4402292bad88ae7dd87e0",
                "IPY_MODEL_eeeaf64812ca40a694781a24be46a33a",
                "IPY_MODEL_987b4f04af28467698404c6c1f8a5a09"
              ],
              "layout": "IPY_MODEL_352a09168a4e4112b8150ec5d633abf4"
            }
          },
          "3ac88d0b3cc4402292bad88ae7dd87e0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6ef5a707defc459bb35d315859706586",
              "placeholder": "​",
              "style": "IPY_MODEL_b4afaca8cd574833a867cc73b3df952b",
              "value": "Writing model shards: 100%"
            }
          },
          "eeeaf64812ca40a694781a24be46a33a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d22ef078195a42729c74bde2e3622397",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_c04786977b1d403aa036b0755b78d3fa",
              "value": 1
            }
          },
          "987b4f04af28467698404c6c1f8a5a09": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7e0ed5332bb14db58a407c3ad554db09",
              "placeholder": "​",
              "style": "IPY_MODEL_f3fce15ddfca47df9997fd118f5a3c3a",
              "value": " 1/1 [00:00&lt;00:00,  4.62it/s]"
            }
          },
          "352a09168a4e4112b8150ec5d633abf4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6ef5a707defc459bb35d315859706586": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b4afaca8cd574833a867cc73b3df952b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d22ef078195a42729c74bde2e3622397": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c04786977b1d403aa036b0755b78d3fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "7e0ed5332bb14db58a407c3ad554db09": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f3fce15ddfca47df9997fd118f5a3c3a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0c825fc33a1b41b986682afc52e89d70": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_6086c134d8ca42cea0b283c4cef1f005",
                "IPY_MODEL_17e11885f6a843d5b53bc4050c021b01",
                "IPY_MODEL_437646aa82bb44bc8fa7b2c836e9e047"
              ],
              "layout": "IPY_MODEL_24a38f3ec17b47da8a16b706573e3e47"
            }
          },
          "6086c134d8ca42cea0b283c4cef1f005": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b2e0614560da4a26b37a5c890eba29b7",
              "placeholder": "​",
              "style": "IPY_MODEL_3f79a75049534504818592de7996351b",
              "value": "Writing model shards: 100%"
            }
          },
          "17e11885f6a843d5b53bc4050c021b01": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_edeafe3817d74714a1a2d9bf7219f177",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5b482927e0ab4e3ab07d0bf4c06ed690",
              "value": 1
            }
          },
          "437646aa82bb44bc8fa7b2c836e9e047": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_45b84f7963534c20b1a8472d01503603",
              "placeholder": "​",
              "style": "IPY_MODEL_8658e0b5ca5f4e1191350885619e5f77",
              "value": " 1/1 [00:00&lt;00:00,  4.58it/s]"
            }
          },
          "24a38f3ec17b47da8a16b706573e3e47": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b2e0614560da4a26b37a5c890eba29b7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3f79a75049534504818592de7996351b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "edeafe3817d74714a1a2d9bf7219f177": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5b482927e0ab4e3ab07d0bf4c06ed690": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "45b84f7963534c20b1a8472d01503603": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8658e0b5ca5f4e1191350885619e5f77": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2c0d4e5acadb459b9eb73b426a09bfba": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ebba9bced4cc4fd88e3f9a7474ac165e",
                "IPY_MODEL_9de008e7a7734aedaf962faca1062e7f",
                "IPY_MODEL_bd134daa815744afb2e20b2d251f08fa"
              ],
              "layout": "IPY_MODEL_7f19eae5fcd04c99bde25a75b7dbb282"
            }
          },
          "ebba9bced4cc4fd88e3f9a7474ac165e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a4a3553cf4884855aba1772ee51058a3",
              "placeholder": "​",
              "style": "IPY_MODEL_8128b1a0a595455e881b74b5278cabbf",
              "value": "Writing model shards: 100%"
            }
          },
          "9de008e7a7734aedaf962faca1062e7f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_24586c2da23d457da10aeb9d9d3d7eba",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6a5b6bbbf8114195ae8ddbfee3ea85cc",
              "value": 1
            }
          },
          "bd134daa815744afb2e20b2d251f08fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_80e088406a1b4f98bde20a8dae36c863",
              "placeholder": "​",
              "style": "IPY_MODEL_d75782b1d5e848a3bc8427df9575f763",
              "value": " 1/1 [00:00&lt;00:00,  4.25it/s]"
            }
          },
          "7f19eae5fcd04c99bde25a75b7dbb282": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a4a3553cf4884855aba1772ee51058a3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8128b1a0a595455e881b74b5278cabbf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "24586c2da23d457da10aeb9d9d3d7eba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6a5b6bbbf8114195ae8ddbfee3ea85cc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "80e088406a1b4f98bde20a8dae36c863": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d75782b1d5e848a3bc8427df9575f763": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "73cdade4087744658bd79d8ed173000f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_059800fbdccd4afeb35e40414e03cb29",
                "IPY_MODEL_27a5248822e84d58b8e72d4fd03b8cfd",
                "IPY_MODEL_9e0a9d56361b4a9e97c10f228a63bc45"
              ],
              "layout": "IPY_MODEL_ef4b84412f59425688887d547b3d5bd4"
            }
          },
          "059800fbdccd4afeb35e40414e03cb29": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_91f4c9403e2c43829899e77b7c0fa079",
              "placeholder": "​",
              "style": "IPY_MODEL_d47a7a86dc62465e8ba97e730a4821d1",
              "value": "Loading weights: 100%"
            }
          },
          "27a5248822e84d58b8e72d4fd03b8cfd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8cd4b56258654b6cb68844a1d218b3a2",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a49acd3dcfc44dffaf003623fdb7496e",
              "value": 101
            }
          },
          "9e0a9d56361b4a9e97c10f228a63bc45": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_71bdd23d61b84312af5b77d3bfff69fe",
              "placeholder": "​",
              "style": "IPY_MODEL_1ea430c9b9f14ea9ad905ff5ddaa077c",
              "value": " 101/101 [00:00&lt;00:00, 2660.27it/s]"
            }
          },
          "ef4b84412f59425688887d547b3d5bd4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "91f4c9403e2c43829899e77b7c0fa079": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d47a7a86dc62465e8ba97e730a4821d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8cd4b56258654b6cb68844a1d218b3a2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a49acd3dcfc44dffaf003623fdb7496e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "71bdd23d61b84312af5b77d3bfff69fe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1ea430c9b9f14ea9ad905ff5ddaa077c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "70705c81a067460c967c8ea880656e5a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a9b99877fb454505a7d6d121bc9f6429",
                "IPY_MODEL_4fc6a15b859f44d4b4daf9069fda84d7",
                "IPY_MODEL_4b7e5dc949d44145b2cf7af5f652f43f"
              ],
              "layout": "IPY_MODEL_12ae3c545a2444d9bf1b4c04dc976dd1"
            }
          },
          "a9b99877fb454505a7d6d121bc9f6429": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_506193489d9644018e48d1c84c7ab66a",
              "placeholder": "​",
              "style": "IPY_MODEL_1397d205f843409592e53b766f9bac10",
              "value": "Writing model shards: 100%"
            }
          },
          "4fc6a15b859f44d4b4daf9069fda84d7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cd7fe6c9fc5f447e866eaad3089093df",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_33965e2f5e7042e0aa1f15669677f96e",
              "value": 1
            }
          },
          "4b7e5dc949d44145b2cf7af5f652f43f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_193c1e02581e4816aaf44490dd6b0545",
              "placeholder": "​",
              "style": "IPY_MODEL_084ffc1961344f56a10a501dccaa71cd",
              "value": " 1/1 [00:00&lt;00:00,  4.45it/s]"
            }
          },
          "12ae3c545a2444d9bf1b4c04dc976dd1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "506193489d9644018e48d1c84c7ab66a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1397d205f843409592e53b766f9bac10": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "cd7fe6c9fc5f447e866eaad3089093df": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "33965e2f5e7042e0aa1f15669677f96e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "193c1e02581e4816aaf44490dd6b0545": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "084ffc1961344f56a10a501dccaa71cd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8f18fce5f91a4b7cb30c9d039cef859f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4e3a3d34180d435d847faf81bda4a3c3",
                "IPY_MODEL_5b90299786e140cdb9552c7196476399",
                "IPY_MODEL_6a1d09ab0774465e8d3f3b748dd7b2f7"
              ],
              "layout": "IPY_MODEL_1628de1e2f7f484992632a8e8183adba"
            }
          },
          "4e3a3d34180d435d847faf81bda4a3c3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6f6e041348674c8faedfc87b54fd7464",
              "placeholder": "​",
              "style": "IPY_MODEL_4286be3633014b249f53a984ab2746f5",
              "value": "Writing model shards: 100%"
            }
          },
          "5b90299786e140cdb9552c7196476399": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_125212bb7a9a4043b06fecc3ed8c7f79",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f691465962c246cdb64591ef05a6b606",
              "value": 1
            }
          },
          "6a1d09ab0774465e8d3f3b748dd7b2f7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d36211e098ac4adbb683e9376fe4cbba",
              "placeholder": "​",
              "style": "IPY_MODEL_9cdd20b673f24b82a71e2f13c7030441",
              "value": " 1/1 [00:00&lt;00:00,  4.63it/s]"
            }
          },
          "1628de1e2f7f484992632a8e8183adba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f6e041348674c8faedfc87b54fd7464": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4286be3633014b249f53a984ab2746f5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "125212bb7a9a4043b06fecc3ed8c7f79": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f691465962c246cdb64591ef05a6b606": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d36211e098ac4adbb683e9376fe4cbba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9cdd20b673f24b82a71e2f13c7030441": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "058caa83958244aabf7dc5e7894b52e1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f78696c15b124eb28f98b60ebf2a3db5",
                "IPY_MODEL_35204bd0d2d2424480a5e8e7a1339b6e",
                "IPY_MODEL_78cdf9bda1ae4cee8f33804964037c9e"
              ],
              "layout": "IPY_MODEL_a0320b17d22c4adc81872d9e3a3eba18"
            }
          },
          "f78696c15b124eb28f98b60ebf2a3db5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bc7dc461652842c4a88b518e4a198dba",
              "placeholder": "​",
              "style": "IPY_MODEL_6f35a661783245e8b642bf82d5e63584",
              "value": "Writing model shards: 100%"
            }
          },
          "35204bd0d2d2424480a5e8e7a1339b6e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f696bf140c4a4068a8a4ffbee0509d63",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_53fd1d88f6bb496e9b22a6e79aa12826",
              "value": 1
            }
          },
          "78cdf9bda1ae4cee8f33804964037c9e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5142ae46f12a45bebf1b8fcc7f7c61a4",
              "placeholder": "​",
              "style": "IPY_MODEL_d3ca047cee3a4e2298dd817b9327b43b",
              "value": " 1/1 [00:00&lt;00:00,  4.50it/s]"
            }
          },
          "a0320b17d22c4adc81872d9e3a3eba18": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bc7dc461652842c4a88b518e4a198dba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f35a661783245e8b642bf82d5e63584": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f696bf140c4a4068a8a4ffbee0509d63": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "53fd1d88f6bb496e9b22a6e79aa12826": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5142ae46f12a45bebf1b8fcc7f7c61a4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d3ca047cee3a4e2298dd817b9327b43b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9926c278c85d4fbbbe0e29f1b65b503b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_66476994167c477b8def5349405e7cb7",
                "IPY_MODEL_46711fb763c242a6aa0ee4d5c277ae63",
                "IPY_MODEL_d41cc7df8d5942d7bbe3891d2bcfbb8e"
              ],
              "layout": "IPY_MODEL_7b77687c65f44b898447db4aabe656fa"
            }
          },
          "66476994167c477b8def5349405e7cb7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a55fa58dc21344c4801a7fcd66466fc5",
              "placeholder": "​",
              "style": "IPY_MODEL_a4c234b6d9a64b869e576837e064acdd",
              "value": "Writing model shards: 100%"
            }
          },
          "46711fb763c242a6aa0ee4d5c277ae63": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_68f4e86cc8e84de38b006c245f59da16",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_437eee4bdd3142cc8dadbefc7253b1ed",
              "value": 1
            }
          },
          "d41cc7df8d5942d7bbe3891d2bcfbb8e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_54d9aeb3ed66486caf1ddddcadc0c07c",
              "placeholder": "​",
              "style": "IPY_MODEL_e2dea10e1665470894690fc5a840317c",
              "value": " 1/1 [00:00&lt;00:00,  4.74it/s]"
            }
          },
          "7b77687c65f44b898447db4aabe656fa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a55fa58dc21344c4801a7fcd66466fc5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a4c234b6d9a64b869e576837e064acdd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "68f4e86cc8e84de38b006c245f59da16": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "437eee4bdd3142cc8dadbefc7253b1ed": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "54d9aeb3ed66486caf1ddddcadc0c07c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e2dea10e1665470894690fc5a840317c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c8a9441c2d664e3f82be8b83b353a859": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_98d0ef951df64a1abd028d52bc2b34f8",
                "IPY_MODEL_f0d68315497c4e38a91361fc4ba0a2e2",
                "IPY_MODEL_4431e139d6d94dc2b91dd1f673f46c6b"
              ],
              "layout": "IPY_MODEL_70de9c2ba7ca4c0ab8594375d994f41b"
            }
          },
          "98d0ef951df64a1abd028d52bc2b34f8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_858972d6c8a34497b115ae32410078c4",
              "placeholder": "​",
              "style": "IPY_MODEL_7655a2cef28e434996521b77f3c94c7f",
              "value": "Writing model shards: 100%"
            }
          },
          "f0d68315497c4e38a91361fc4ba0a2e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9562cffa8ccf4aa8965ecd11afac67a5",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_8db956730a564732bc7367ded99ae119",
              "value": 1
            }
          },
          "4431e139d6d94dc2b91dd1f673f46c6b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b9eb791174294060bdda422da8bf55f8",
              "placeholder": "​",
              "style": "IPY_MODEL_2feb999b59df4139925ae7b9b7aaee23",
              "value": " 1/1 [00:00&lt;00:00,  3.18it/s]"
            }
          },
          "70de9c2ba7ca4c0ab8594375d994f41b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "858972d6c8a34497b115ae32410078c4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7655a2cef28e434996521b77f3c94c7f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9562cffa8ccf4aa8965ecd11afac67a5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8db956730a564732bc7367ded99ae119": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b9eb791174294060bdda422da8bf55f8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2feb999b59df4139925ae7b9b7aaee23": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f3a66fb6943940048d46a2c047234e35": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_aa30e61e89cf4b0cb6e93b0678141a5c",
                "IPY_MODEL_fc3b9639cd224090ac9facddd96694ab",
                "IPY_MODEL_a92d41b6e547498a94d7e481df839408"
              ],
              "layout": "IPY_MODEL_4f5bfc879d024a9bb4ce7b61b548b539"
            }
          },
          "aa30e61e89cf4b0cb6e93b0678141a5c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_43ac77e96ec64d60bd27a7f2a4bd3f3d",
              "placeholder": "​",
              "style": "IPY_MODEL_7296e0f0a3244473ae528e7403e9d501",
              "value": "Writing model shards: 100%"
            }
          },
          "fc3b9639cd224090ac9facddd96694ab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4020db851a6b49ea878cffc4ff2d1394",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_4b7380aa251a4059a5277184120f3662",
              "value": 1
            }
          },
          "a92d41b6e547498a94d7e481df839408": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e06497acd22d427c847344acc227a8a1",
              "placeholder": "​",
              "style": "IPY_MODEL_e8351d5123154a648fc38c6d7ef10a55",
              "value": " 1/1 [00:00&lt;00:00,  4.54it/s]"
            }
          },
          "4f5bfc879d024a9bb4ce7b61b548b539": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "43ac77e96ec64d60bd27a7f2a4bd3f3d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7296e0f0a3244473ae528e7403e9d501": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4020db851a6b49ea878cffc4ff2d1394": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4b7380aa251a4059a5277184120f3662": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e06497acd22d427c847344acc227a8a1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e8351d5123154a648fc38c6d7ef10a55": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4efa47110e17415abc00b302b305fe7a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_830b2f2876f7464c85385dd6c46d3475",
                "IPY_MODEL_7eff51edcd5a4e2db58522a9ef384384",
                "IPY_MODEL_37210a9ec93c4604813f950cf89d4d6c"
              ],
              "layout": "IPY_MODEL_2a2daa6e44f0418aa84fa2521757ff7d"
            }
          },
          "830b2f2876f7464c85385dd6c46d3475": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_abe00bfd004f414886b587aece0b2bb6",
              "placeholder": "​",
              "style": "IPY_MODEL_dd3b3f170cc34052a00e3c5fbb2e208e",
              "value": "Map: 100%"
            }
          },
          "7eff51edcd5a4e2db58522a9ef384384": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_938b7870237145078a4deaa5e6e074b8",
              "max": 800,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6772d945e8584c6cbe24b99890799c85",
              "value": 800
            }
          },
          "37210a9ec93c4604813f950cf89d4d6c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_99d0b0de87954854b0c0f981a19dfd08",
              "placeholder": "​",
              "style": "IPY_MODEL_476d73cc80ac4dfebbb04169f2d05aa8",
              "value": " 800/800 [00:00&lt;00:00, 4525.95 examples/s]"
            }
          },
          "2a2daa6e44f0418aa84fa2521757ff7d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "abe00bfd004f414886b587aece0b2bb6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dd3b3f170cc34052a00e3c5fbb2e208e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "938b7870237145078a4deaa5e6e074b8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6772d945e8584c6cbe24b99890799c85": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "99d0b0de87954854b0c0f981a19dfd08": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "476d73cc80ac4dfebbb04169f2d05aa8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5c05c66b61574255ab59fe8a0587992e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_20ac58c2d3e7411584d54088e3df5aed",
                "IPY_MODEL_77928582edaf459fba7db7a355914304",
                "IPY_MODEL_5729b0544069449da0e7fbd92c4180db"
              ],
              "layout": "IPY_MODEL_52d10859473e4046b58dad8c0c0712a5"
            }
          },
          "20ac58c2d3e7411584d54088e3df5aed": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_313025232e0043e58c0df6cda323f270",
              "placeholder": "​",
              "style": "IPY_MODEL_a358f55840a340128aebbf941ff5a154",
              "value": "Map: 100%"
            }
          },
          "77928582edaf459fba7db7a355914304": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_40604989cab4436dba85c5d306ffebdb",
              "max": 200,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2e86b983009f47ce96ca1667e36188ca",
              "value": 200
            }
          },
          "5729b0544069449da0e7fbd92c4180db": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_afcb14ea1f624dc294da1bc5cde90961",
              "placeholder": "​",
              "style": "IPY_MODEL_e3e0231d321646038519f5b9d8157346",
              "value": " 200/200 [00:00&lt;00:00, 3108.81 examples/s]"
            }
          },
          "52d10859473e4046b58dad8c0c0712a5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "313025232e0043e58c0df6cda323f270": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a358f55840a340128aebbf941ff5a154": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "40604989cab4436dba85c5d306ffebdb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2e86b983009f47ce96ca1667e36188ca": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "afcb14ea1f624dc294da1bc5cde90961": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e3e0231d321646038519f5b9d8157346": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e2fb95c373814d8c9590dc2f25848b4b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_407fcb69af5b4ad59060eae1cb6172d1",
                "IPY_MODEL_5780ef6920ab44e8b8fed1718b6d3d04",
                "IPY_MODEL_3b53b9b65f904ea79d5b7eeeb9a644c5"
              ],
              "layout": "IPY_MODEL_15fd7c0cc9704afeae48da41d1b93202"
            }
          },
          "407fcb69af5b4ad59060eae1cb6172d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ae3568e4aaf54aff9408553cb43a01d1",
              "placeholder": "​",
              "style": "IPY_MODEL_db7f5227d3424cd78c2bd1f0132a76d7",
              "value": "Best trial: 0. Best value: 0.467939: 100%"
            }
          },
          "5780ef6920ab44e8b8fed1718b6d3d04": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bd5321a9d40d4d98aefcbe0f7fe6f0be",
              "max": 4,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f91cdeca057b466bb9e2575237e7edc0",
              "value": 4
            }
          },
          "3b53b9b65f904ea79d5b7eeeb9a644c5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_86a45210d2fc4c379a4bb93cbf8c5096",
              "placeholder": "​",
              "style": "IPY_MODEL_c437bda9892242ab94349c1aa8d0724f",
              "value": " 4/4 [01:40&lt;00:00, 22.94s/it]"
            }
          },
          "15fd7c0cc9704afeae48da41d1b93202": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ae3568e4aaf54aff9408553cb43a01d1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "db7f5227d3424cd78c2bd1f0132a76d7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bd5321a9d40d4d98aefcbe0f7fe6f0be": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f91cdeca057b466bb9e2575237e7edc0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "86a45210d2fc4c379a4bb93cbf8c5096": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c437bda9892242ab94349c1aa8d0724f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "239d3fc360ab440093ad58724cb2d935": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b929414e6c97485a8bdba699488322a9",
                "IPY_MODEL_c27e19e7633441f6841b0f3468e0ff6a",
                "IPY_MODEL_fed59fb8d8364ff5a2f4afc6f5f2a51a"
              ],
              "layout": "IPY_MODEL_7f1db745d4c944898cc0168ed9b63cb5"
            }
          },
          "b929414e6c97485a8bdba699488322a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f3cd3b6e684a4165979471de0bd2653a",
              "placeholder": "​",
              "style": "IPY_MODEL_42b05b229daf467ca5e8b58293511e95",
              "value": "Loading weights: 100%"
            }
          },
          "c27e19e7633441f6841b0f3468e0ff6a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_14ed5a314fe54224815405c4f6b2c850",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ca843ddd313d423794a9714947211b34",
              "value": 101
            }
          },
          "fed59fb8d8364ff5a2f4afc6f5f2a51a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_59aa3abb5aba44bb8f26d243343a5c41",
              "placeholder": "​",
              "style": "IPY_MODEL_e767b70fcb0a4a9a87faf3116e1ecdfb",
              "value": " 101/101 [00:00&lt;00:00, 2651.38it/s]"
            }
          },
          "7f1db745d4c944898cc0168ed9b63cb5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f3cd3b6e684a4165979471de0bd2653a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "42b05b229daf467ca5e8b58293511e95": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "14ed5a314fe54224815405c4f6b2c850": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ca843ddd313d423794a9714947211b34": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "59aa3abb5aba44bb8f26d243343a5c41": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e767b70fcb0a4a9a87faf3116e1ecdfb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1bdbcebdf05f4546aedd586347d84204": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4e864a2bb4eb40c0bfdd13113ac7723e",
                "IPY_MODEL_1c72ec13625e4aa3a1713608bc03be6b",
                "IPY_MODEL_5893cbc2a5974fc898301af654fe7a62"
              ],
              "layout": "IPY_MODEL_84acdb58f68e43549e8891b47b421166"
            }
          },
          "4e864a2bb4eb40c0bfdd13113ac7723e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1f55a71e0b8f425f9c6a665644a47c7b",
              "placeholder": "​",
              "style": "IPY_MODEL_958e6fc879a442d6b21572941026a743",
              "value": "Writing model shards: 100%"
            }
          },
          "1c72ec13625e4aa3a1713608bc03be6b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5b46ee35c273475abb2ab6cdd62d9d3d",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_b37f92b345484651b0b4169105be84d1",
              "value": 1
            }
          },
          "5893cbc2a5974fc898301af654fe7a62": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8a5dbd8b30804728b0367d5f243d649c",
              "placeholder": "​",
              "style": "IPY_MODEL_0d9c01f184514ccea890004417c95fd0",
              "value": " 1/1 [00:00&lt;00:00,  4.69it/s]"
            }
          },
          "84acdb58f68e43549e8891b47b421166": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1f55a71e0b8f425f9c6a665644a47c7b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "958e6fc879a442d6b21572941026a743": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5b46ee35c273475abb2ab6cdd62d9d3d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b37f92b345484651b0b4169105be84d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "8a5dbd8b30804728b0367d5f243d649c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0d9c01f184514ccea890004417c95fd0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "96df3203de51497da60116f7330e08dd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b53b273add46497d842d0db32507203f",
                "IPY_MODEL_51936b69c61a425e89d8ef314ad0c3cd",
                "IPY_MODEL_80db2a1c13fc49cab7d115fd13647a61"
              ],
              "layout": "IPY_MODEL_5245f607a061428cb4ae08d426f5fcbe"
            }
          },
          "b53b273add46497d842d0db32507203f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0f2fef37dccb461d80185fd3a3ec15e2",
              "placeholder": "​",
              "style": "IPY_MODEL_ef712ddd8ec049899861b7e3f9aebc0e",
              "value": "Writing model shards: 100%"
            }
          },
          "51936b69c61a425e89d8ef314ad0c3cd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bce8eb6de4a442bea3c86d38cdeafb69",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_4f23e3226c7b4833b8bee319e31bb147",
              "value": 1
            }
          },
          "80db2a1c13fc49cab7d115fd13647a61": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3b8773ced95b4f09a948d2f237fbd115",
              "placeholder": "​",
              "style": "IPY_MODEL_ae3420210d51475f803139b399a75731",
              "value": " 1/1 [00:00&lt;00:00,  4.78it/s]"
            }
          },
          "5245f607a061428cb4ae08d426f5fcbe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0f2fef37dccb461d80185fd3a3ec15e2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef712ddd8ec049899861b7e3f9aebc0e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bce8eb6de4a442bea3c86d38cdeafb69": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4f23e3226c7b4833b8bee319e31bb147": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "3b8773ced95b4f09a948d2f237fbd115": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ae3420210d51475f803139b399a75731": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "588682505d174015aaeeb201867ecfb3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_94e87d0809c14684b533009761fa08a2",
                "IPY_MODEL_c1ca7ecd2ff24ed1af16fe50b28ed284",
                "IPY_MODEL_f02e1fc8e4ba4252b13fc8f3fc61d783"
              ],
              "layout": "IPY_MODEL_b8d3f51cfbac47d78134a436a3c9a8ff"
            }
          },
          "94e87d0809c14684b533009761fa08a2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bbe87a13e27a4333a5ee228ce5aee279",
              "placeholder": "​",
              "style": "IPY_MODEL_7e21f417c1e44e55bee27f98d7f18935",
              "value": "Writing model shards: 100%"
            }
          },
          "c1ca7ecd2ff24ed1af16fe50b28ed284": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3a708cc84ab648f8b151b469b16dfd46",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_bdaae9006c7a4014bca5b7af17b3c3cd",
              "value": 1
            }
          },
          "f02e1fc8e4ba4252b13fc8f3fc61d783": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cd1d74e394584636b17501320f7d3f07",
              "placeholder": "​",
              "style": "IPY_MODEL_8680ca455f7f4669b10c26b0e54f8168",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "b8d3f51cfbac47d78134a436a3c9a8ff": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bbe87a13e27a4333a5ee228ce5aee279": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7e21f417c1e44e55bee27f98d7f18935": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3a708cc84ab648f8b151b469b16dfd46": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bdaae9006c7a4014bca5b7af17b3c3cd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "cd1d74e394584636b17501320f7d3f07": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8680ca455f7f4669b10c26b0e54f8168": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4799d2596387427b9709f8c1ee80484d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_c5634ae8713e456596a3e09f7d5fb5dc",
                "IPY_MODEL_23004317462641be8ddc78a88abca3b7",
                "IPY_MODEL_d3bb38c30d8149d88e7eef837de6430a"
              ],
              "layout": "IPY_MODEL_1099c43e37d24353b90975819ccb050c"
            }
          },
          "c5634ae8713e456596a3e09f7d5fb5dc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8c1cebf079ac4fb4bbb30a4e8de29e6d",
              "placeholder": "​",
              "style": "IPY_MODEL_fc3d7cba239d4ff3a0b8eb4c22e791ca",
              "value": "Writing model shards: 100%"
            }
          },
          "23004317462641be8ddc78a88abca3b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_36713808310e457e80cbac6b88161418",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_de27ace391d2444182ef280484614aef",
              "value": 1
            }
          },
          "d3bb38c30d8149d88e7eef837de6430a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6fe9d24a749d432eaa4af352138eb6e4",
              "placeholder": "​",
              "style": "IPY_MODEL_cfa7257318be4edebad8fa76fdaf463b",
              "value": " 1/1 [00:00&lt;00:00,  4.79it/s]"
            }
          },
          "1099c43e37d24353b90975819ccb050c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8c1cebf079ac4fb4bbb30a4e8de29e6d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fc3d7cba239d4ff3a0b8eb4c22e791ca": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "36713808310e457e80cbac6b88161418": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "de27ace391d2444182ef280484614aef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6fe9d24a749d432eaa4af352138eb6e4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cfa7257318be4edebad8fa76fdaf463b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3ef1802810c748f1aed8f1cd47fa112f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a090e6893c8f4710aa28b5ecf91b3301",
                "IPY_MODEL_7e693444ced743a3ab68be42a22ed7d1",
                "IPY_MODEL_e88fc20d8dab4101b5e4e0a3090e0b8b"
              ],
              "layout": "IPY_MODEL_e719985544e244a991a1e21ae3a08447"
            }
          },
          "a090e6893c8f4710aa28b5ecf91b3301": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_93eea27b48ac46c683a4918ce7c9df03",
              "placeholder": "​",
              "style": "IPY_MODEL_fa282417db1d4d588c20bfda6a968b46",
              "value": "Writing model shards: 100%"
            }
          },
          "7e693444ced743a3ab68be42a22ed7d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0be98e058d3343a5a0d86c763fcb978a",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_94af35ed9ea448f9a4d0b4a2585ef3af",
              "value": 1
            }
          },
          "e88fc20d8dab4101b5e4e0a3090e0b8b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bd99545d80004af9a4dce9ce05c0945c",
              "placeholder": "​",
              "style": "IPY_MODEL_ef55f81e8c044d26b85eeaac41062db0",
              "value": " 1/1 [00:00&lt;00:00,  4.72it/s]"
            }
          },
          "e719985544e244a991a1e21ae3a08447": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "93eea27b48ac46c683a4918ce7c9df03": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fa282417db1d4d588c20bfda6a968b46": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0be98e058d3343a5a0d86c763fcb978a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "94af35ed9ea448f9a4d0b4a2585ef3af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "bd99545d80004af9a4dce9ce05c0945c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef55f81e8c044d26b85eeaac41062db0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0754a5295a37469bbb53ac3694feec46": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_173de90204064f4d9d91ab9dc2ec5a4f",
                "IPY_MODEL_8cf4478d8bae48988c61bc75aa1f72ad",
                "IPY_MODEL_9ac109fdb7004917ad6bfe9c885a83b5"
              ],
              "layout": "IPY_MODEL_2d8952bc70f9417198f08eaaf93bcfb8"
            }
          },
          "173de90204064f4d9d91ab9dc2ec5a4f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2c85b3cfff474eeb9065f317458edcd4",
              "placeholder": "​",
              "style": "IPY_MODEL_d96ce3ecca4c4a6190987c3433894802",
              "value": "Writing model shards: 100%"
            }
          },
          "8cf4478d8bae48988c61bc75aa1f72ad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9265d1f8a1314ebca1c301c1f0b1fd3a",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_89a4126f703f45f3b920f999cd7bfc0b",
              "value": 1
            }
          },
          "9ac109fdb7004917ad6bfe9c885a83b5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d255044ede1248848dc349acd1b922fc",
              "placeholder": "​",
              "style": "IPY_MODEL_a47575ba4a8e46cba2b49d33afcda3c4",
              "value": " 1/1 [00:00&lt;00:00,  4.72it/s]"
            }
          },
          "2d8952bc70f9417198f08eaaf93bcfb8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2c85b3cfff474eeb9065f317458edcd4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d96ce3ecca4c4a6190987c3433894802": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9265d1f8a1314ebca1c301c1f0b1fd3a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "89a4126f703f45f3b920f999cd7bfc0b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d255044ede1248848dc349acd1b922fc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a47575ba4a8e46cba2b49d33afcda3c4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "16c094703410473b9d067bea62d63bfc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_5cacc3ce1cac4d6b9248ed6e1bc50d13",
                "IPY_MODEL_cb1b37337c07457692b483c61d5365a3",
                "IPY_MODEL_111de08010e641ad8a0fb7a1adb7ec30"
              ],
              "layout": "IPY_MODEL_1300a1b1bdd24cd1b1b91855f58d6d54"
            }
          },
          "5cacc3ce1cac4d6b9248ed6e1bc50d13": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ceac05b487304b6881c7623029174b68",
              "placeholder": "​",
              "style": "IPY_MODEL_e498512b2afd488f83b91c5a0050689c",
              "value": "Writing model shards: 100%"
            }
          },
          "cb1b37337c07457692b483c61d5365a3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_272dc26853e14a46a1c5e8c955e0f14a",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_30fd0174e8a4468eb12a938644cc78b7",
              "value": 1
            }
          },
          "111de08010e641ad8a0fb7a1adb7ec30": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_677cc4cc4dc348ec8314174432468811",
              "placeholder": "​",
              "style": "IPY_MODEL_58eed44f93854aaeabba854f899f2d92",
              "value": " 1/1 [00:00&lt;00:00,  4.68it/s]"
            }
          },
          "1300a1b1bdd24cd1b1b91855f58d6d54": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ceac05b487304b6881c7623029174b68": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e498512b2afd488f83b91c5a0050689c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "272dc26853e14a46a1c5e8c955e0f14a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "30fd0174e8a4468eb12a938644cc78b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "677cc4cc4dc348ec8314174432468811": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "58eed44f93854aaeabba854f899f2d92": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b599a8a3417b4f2c9c0cab54e348c4b2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ba6953e4f0e8459fa37171a91917eb95",
                "IPY_MODEL_696398994f484d008a8e88b7fd0df346",
                "IPY_MODEL_67c4443ed7d145399725df044f010c88"
              ],
              "layout": "IPY_MODEL_ad655a6523d945afa1989fc2c94a4541"
            }
          },
          "ba6953e4f0e8459fa37171a91917eb95": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e473860a18744288b70816ba67df6d85",
              "placeholder": "​",
              "style": "IPY_MODEL_c7095754445849c79c170941e4519aab",
              "value": "Loading weights: 100%"
            }
          },
          "696398994f484d008a8e88b7fd0df346": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9cfe0d4231b140229d3cf018e5891d70",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0f47ba2381af451eb730f552fa2fb920",
              "value": 101
            }
          },
          "67c4443ed7d145399725df044f010c88": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2053281932df46e58fbdf5755128f0f0",
              "placeholder": "​",
              "style": "IPY_MODEL_79c8dba4db2d483fad68fbdb969d76f1",
              "value": " 101/101 [00:00&lt;00:00, 2629.66it/s]"
            }
          },
          "ad655a6523d945afa1989fc2c94a4541": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e473860a18744288b70816ba67df6d85": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c7095754445849c79c170941e4519aab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9cfe0d4231b140229d3cf018e5891d70": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0f47ba2381af451eb730f552fa2fb920": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "2053281932df46e58fbdf5755128f0f0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "79c8dba4db2d483fad68fbdb969d76f1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "16171a53286e48c6bdb091dedc6eafa3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1a168da9648f4b37ac221d7b099a73fc",
                "IPY_MODEL_ff642a833164490ca2e92dd8b2788fca",
                "IPY_MODEL_296363ce27a0434da3ad4dd3deddf325"
              ],
              "layout": "IPY_MODEL_2746dba1433d40418d149ec1c527c4ee"
            }
          },
          "1a168da9648f4b37ac221d7b099a73fc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c6b6d5ef1613411fb80c9d3bc340c6ce",
              "placeholder": "​",
              "style": "IPY_MODEL_d6b0500f45464941b089622440aacc15",
              "value": "Writing model shards: 100%"
            }
          },
          "ff642a833164490ca2e92dd8b2788fca": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_90a8a5a91a4c47afb772ca3359545848",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_286d39f73d9a453790e16ae9c1b9ae3e",
              "value": 1
            }
          },
          "296363ce27a0434da3ad4dd3deddf325": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d0c833942a024e5397f074134b4119cf",
              "placeholder": "​",
              "style": "IPY_MODEL_c6325dd12a0241b4966abed2eb29a3f3",
              "value": " 1/1 [00:00&lt;00:00,  4.44it/s]"
            }
          },
          "2746dba1433d40418d149ec1c527c4ee": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c6b6d5ef1613411fb80c9d3bc340c6ce": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d6b0500f45464941b089622440aacc15": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "90a8a5a91a4c47afb772ca3359545848": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "286d39f73d9a453790e16ae9c1b9ae3e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d0c833942a024e5397f074134b4119cf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c6325dd12a0241b4966abed2eb29a3f3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0c08ce2ebd3f4ddabb48cc479e149ec0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_15b56e43c2ca4992b3764dae9d13c472",
                "IPY_MODEL_b488d1767c1045988f1d27075f7b4d75",
                "IPY_MODEL_0808ed5b182a46e6a6538a1d45e70502"
              ],
              "layout": "IPY_MODEL_17e585578ce44a0297ebd5c6de014d83"
            }
          },
          "15b56e43c2ca4992b3764dae9d13c472": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4e1810246f284219af5d4ddc8a82c582",
              "placeholder": "​",
              "style": "IPY_MODEL_f361e2936d9a4136a65a988cb79084c0",
              "value": "Writing model shards: 100%"
            }
          },
          "b488d1767c1045988f1d27075f7b4d75": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ae5d6ee70da7457f83e6ba3a80bf1584",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_1d598fbf59f24135a299cb71ad1701b1",
              "value": 1
            }
          },
          "0808ed5b182a46e6a6538a1d45e70502": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_efe889cb9d8149be98cd24de16638e99",
              "placeholder": "​",
              "style": "IPY_MODEL_7bc4a0210df043acb32314f5203f9c01",
              "value": " 1/1 [00:00&lt;00:00,  4.60it/s]"
            }
          },
          "17e585578ce44a0297ebd5c6de014d83": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4e1810246f284219af5d4ddc8a82c582": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f361e2936d9a4136a65a988cb79084c0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ae5d6ee70da7457f83e6ba3a80bf1584": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1d598fbf59f24135a299cb71ad1701b1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "efe889cb9d8149be98cd24de16638e99": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7bc4a0210df043acb32314f5203f9c01": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "35977e55aa684a04b2c671d37d3b2081": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0898b836025a498c975805058e845ec1",
                "IPY_MODEL_8b3c96204d8c41279395a68e256ab55b",
                "IPY_MODEL_48c8c21058494cb0b638436bb0b388f9"
              ],
              "layout": "IPY_MODEL_d16d4007bb5f42819078a01c815d1c21"
            }
          },
          "0898b836025a498c975805058e845ec1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_47222dc29fbd41f78a5c22469c4d27e5",
              "placeholder": "​",
              "style": "IPY_MODEL_ff6f99120a274fe08775e09e297f8f40",
              "value": "Writing model shards: 100%"
            }
          },
          "8b3c96204d8c41279395a68e256ab55b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bca93eb753014859830340d26fb06e00",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_35a5a59a2b694c3ca6256905b78c0ec1",
              "value": 1
            }
          },
          "48c8c21058494cb0b638436bb0b388f9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_eda5282175c449568b37a7dd2200af7e",
              "placeholder": "​",
              "style": "IPY_MODEL_4458baf35724471393e42ca923fac9a6",
              "value": " 1/1 [00:00&lt;00:00,  4.65it/s]"
            }
          },
          "d16d4007bb5f42819078a01c815d1c21": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "47222dc29fbd41f78a5c22469c4d27e5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ff6f99120a274fe08775e09e297f8f40": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bca93eb753014859830340d26fb06e00": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "35a5a59a2b694c3ca6256905b78c0ec1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "eda5282175c449568b37a7dd2200af7e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4458baf35724471393e42ca923fac9a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0201f25d6b33485a8fabf8c68a152fbd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b467c8164d97477c87e3260d299fa085",
                "IPY_MODEL_932c43a8c9364d2eaa150525596bf122",
                "IPY_MODEL_f6d00960fcbd4081981f62dbb0dac251"
              ],
              "layout": "IPY_MODEL_286c46455a534e6bbdc529e170428da7"
            }
          },
          "b467c8164d97477c87e3260d299fa085": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5802ef6de6e04d8694fc2f9dd44bcef6",
              "placeholder": "​",
              "style": "IPY_MODEL_d868508be57740d88047a45e0e5c9f59",
              "value": "Writing model shards: 100%"
            }
          },
          "932c43a8c9364d2eaa150525596bf122": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_970d4489a6bd41f5b9527c50ceb2b1ad",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_40d70eb7721440429c2c1f6d90bea9a7",
              "value": 1
            }
          },
          "f6d00960fcbd4081981f62dbb0dac251": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_00cfae3d446b46128d3864517296bbad",
              "placeholder": "​",
              "style": "IPY_MODEL_da69f1b709f5409284da60251320af43",
              "value": " 1/1 [00:00&lt;00:00,  4.20it/s]"
            }
          },
          "286c46455a534e6bbdc529e170428da7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5802ef6de6e04d8694fc2f9dd44bcef6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d868508be57740d88047a45e0e5c9f59": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "970d4489a6bd41f5b9527c50ceb2b1ad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "40d70eb7721440429c2c1f6d90bea9a7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "00cfae3d446b46128d3864517296bbad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "da69f1b709f5409284da60251320af43": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a762d893040147cd91cf08c7817cd14e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_bdf6ac3c6903497abbf8ac5ed4733a43",
                "IPY_MODEL_dda8e39d87764868b2fe77b2c1c7c006",
                "IPY_MODEL_7e5fe0a5b65c4dafa72283c6dfb1a4c8"
              ],
              "layout": "IPY_MODEL_51abad42d7b84e0aac6daa1e0cbb1cb4"
            }
          },
          "bdf6ac3c6903497abbf8ac5ed4733a43": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3b29ddd4a653459dab5133dfa64bd398",
              "placeholder": "​",
              "style": "IPY_MODEL_da54027e5c704983939ce2701184136c",
              "value": "Writing model shards: 100%"
            }
          },
          "dda8e39d87764868b2fe77b2c1c7c006": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_071194ebd8864c03bb6841327bd649db",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_e9ebe85fbcd04f2581500ef241f708ee",
              "value": 1
            }
          },
          "7e5fe0a5b65c4dafa72283c6dfb1a4c8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f184b8390b324e019e5c50dc606ef0a1",
              "placeholder": "​",
              "style": "IPY_MODEL_503d08c83ab942c494b922014dcb8ad8",
              "value": " 1/1 [00:00&lt;00:00,  4.39it/s]"
            }
          },
          "51abad42d7b84e0aac6daa1e0cbb1cb4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3b29ddd4a653459dab5133dfa64bd398": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "da54027e5c704983939ce2701184136c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "071194ebd8864c03bb6841327bd649db": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e9ebe85fbcd04f2581500ef241f708ee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f184b8390b324e019e5c50dc606ef0a1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "503d08c83ab942c494b922014dcb8ad8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a011489387c34683b8e1fc6bae756439": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e9b4c37d983d4cb8ac22758e07751b35",
                "IPY_MODEL_6febd5568daf42a2b2c54ed70522522c",
                "IPY_MODEL_cd0abfa00aec44ccb469f4d9f093b84e"
              ],
              "layout": "IPY_MODEL_609064a50678448a9b92eadf76003e8b"
            }
          },
          "e9b4c37d983d4cb8ac22758e07751b35": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7648935a1261446aba7acf3ef1667bba",
              "placeholder": "​",
              "style": "IPY_MODEL_12e3d6410ecf49e1b7091580eef85a04",
              "value": "Writing model shards: 100%"
            }
          },
          "6febd5568daf42a2b2c54ed70522522c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a3438e8df7024fab8d0422d09f7524a5",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_287ae6d3b5c640a8ad60cef39d3a10f8",
              "value": 1
            }
          },
          "cd0abfa00aec44ccb469f4d9f093b84e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4412ddd570454e40a139b3ea7184469a",
              "placeholder": "​",
              "style": "IPY_MODEL_e0f9e3ce95cb44d882bfa755eeb37f76",
              "value": " 1/1 [00:00&lt;00:00,  4.49it/s]"
            }
          },
          "609064a50678448a9b92eadf76003e8b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7648935a1261446aba7acf3ef1667bba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "12e3d6410ecf49e1b7091580eef85a04": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a3438e8df7024fab8d0422d09f7524a5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "287ae6d3b5c640a8ad60cef39d3a10f8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "4412ddd570454e40a139b3ea7184469a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e0f9e3ce95cb44d882bfa755eeb37f76": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a5752f99d2044db2b5139e2d19b5a8a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_96623c38249d47f5a7b749d84f164b68",
                "IPY_MODEL_cecd9ae990bc498aa9d94a9659f06c2a",
                "IPY_MODEL_40b2820a564f433c98b8eee06ccc13fc"
              ],
              "layout": "IPY_MODEL_68b25b3397884487b116b05cafa743ae"
            }
          },
          "96623c38249d47f5a7b749d84f164b68": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_13d2505f2c754d5e9f056b1285e51362",
              "placeholder": "​",
              "style": "IPY_MODEL_9afa5f7d7a324ca8b4bcef85f0695fb9",
              "value": "Writing model shards: 100%"
            }
          },
          "cecd9ae990bc498aa9d94a9659f06c2a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b357a178f40d4960a0bd6749d1fa5918",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_00d8a644bb9a403cbff4798ea65262d5",
              "value": 1
            }
          },
          "40b2820a564f433c98b8eee06ccc13fc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2440197c3d3c44588937fca3d9a0f86e",
              "placeholder": "​",
              "style": "IPY_MODEL_842eec4cd85943b2b41f3325a0b37510",
              "value": " 1/1 [00:00&lt;00:00,  3.69it/s]"
            }
          },
          "68b25b3397884487b116b05cafa743ae": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "13d2505f2c754d5e9f056b1285e51362": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9afa5f7d7a324ca8b4bcef85f0695fb9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b357a178f40d4960a0bd6749d1fa5918": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "00d8a644bb9a403cbff4798ea65262d5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "2440197c3d3c44588937fca3d9a0f86e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "842eec4cd85943b2b41f3325a0b37510": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f62f26d142ee416d921dc4637462d643": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_dfc28a084a024458b53cf084fe5f5ec6",
                "IPY_MODEL_fe098db0438c4f6cbda89733b308e3b2",
                "IPY_MODEL_3355b0b2da714be9894c4af0813d649b"
              ],
              "layout": "IPY_MODEL_b974d1ca273649c0a7406e19a0f1cd42"
            }
          },
          "dfc28a084a024458b53cf084fe5f5ec6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_794c3381dee141bd8c5ce28c2c4ad0e5",
              "placeholder": "​",
              "style": "IPY_MODEL_18d0e10cbf2844eaaca5fbc54e0b3a0a",
              "value": "Loading weights: 100%"
            }
          },
          "fe098db0438c4f6cbda89733b308e3b2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_162849563ad049b79a2c43460e66dfab",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3e13d2fdad474864a918ad0e58d5c716",
              "value": 101
            }
          },
          "3355b0b2da714be9894c4af0813d649b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6f3c236e5cf4469fb675115222a1b630",
              "placeholder": "​",
              "style": "IPY_MODEL_292739d1dfed44e6b661d242ec1453fc",
              "value": " 101/101 [00:00&lt;00:00, 2699.79it/s]"
            }
          },
          "b974d1ca273649c0a7406e19a0f1cd42": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "794c3381dee141bd8c5ce28c2c4ad0e5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "18d0e10cbf2844eaaca5fbc54e0b3a0a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "162849563ad049b79a2c43460e66dfab": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3e13d2fdad474864a918ad0e58d5c716": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6f3c236e5cf4469fb675115222a1b630": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "292739d1dfed44e6b661d242ec1453fc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2c2bc66f084f484b86e2edaac3c59765": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_9189d10d97bc4ab1b2f79d5c4d924f03",
                "IPY_MODEL_ea218841b90c4da2a844cceb23cffcfc",
                "IPY_MODEL_d6a73edf7d5a4bda88ff22d2c885554f"
              ],
              "layout": "IPY_MODEL_12ffe9fa9dd74cdfbf8d2dd3b656317a"
            }
          },
          "9189d10d97bc4ab1b2f79d5c4d924f03": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_901ea90818674c6fa70db86517989226",
              "placeholder": "​",
              "style": "IPY_MODEL_abfac711ef6948e0aa7f74dcac2b8714",
              "value": "Writing model shards: 100%"
            }
          },
          "ea218841b90c4da2a844cceb23cffcfc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c0c96ff79d70479680effd9654cead08",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_8825b9ebc7c847099beb39f41be74ddd",
              "value": 1
            }
          },
          "d6a73edf7d5a4bda88ff22d2c885554f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9fc598a78fba4916bd15af17582dbc32",
              "placeholder": "​",
              "style": "IPY_MODEL_db0bc05ceb074970a39c35e5bccc16a6",
              "value": " 1/1 [00:00&lt;00:00,  4.35it/s]"
            }
          },
          "12ffe9fa9dd74cdfbf8d2dd3b656317a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "901ea90818674c6fa70db86517989226": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "abfac711ef6948e0aa7f74dcac2b8714": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c0c96ff79d70479680effd9654cead08": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8825b9ebc7c847099beb39f41be74ddd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9fc598a78fba4916bd15af17582dbc32": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "db0bc05ceb074970a39c35e5bccc16a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d9033120d0b8410ea2ded74942ad1d74": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a1b0ebc88f36451b84a61a953fc8db69",
                "IPY_MODEL_b605f2ef7e674181a7d8408ad1c0bc45",
                "IPY_MODEL_b2839cb444514dc4b51567662675bd25"
              ],
              "layout": "IPY_MODEL_d696b34d56834ef28ebf2105d541bf47"
            }
          },
          "a1b0ebc88f36451b84a61a953fc8db69": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_94538f0ad12a427dacfa39e6bf671294",
              "placeholder": "​",
              "style": "IPY_MODEL_0dc2e93fb196406e96f4add097a47322",
              "value": "Writing model shards: 100%"
            }
          },
          "b605f2ef7e674181a7d8408ad1c0bc45": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_25c8974e481148219a8d058e50bc1ced",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5e3bf24483f246caad8d1e27aa6c7c6e",
              "value": 1
            }
          },
          "b2839cb444514dc4b51567662675bd25": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_adb74b0423e44e3c8fb0429ee337e42b",
              "placeholder": "​",
              "style": "IPY_MODEL_db2b3f7eec4c40bf8e2731c14bccbf2f",
              "value": " 1/1 [00:00&lt;00:00,  3.86it/s]"
            }
          },
          "d696b34d56834ef28ebf2105d541bf47": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "94538f0ad12a427dacfa39e6bf671294": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0dc2e93fb196406e96f4add097a47322": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "25c8974e481148219a8d058e50bc1ced": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5e3bf24483f246caad8d1e27aa6c7c6e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "adb74b0423e44e3c8fb0429ee337e42b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "db2b3f7eec4c40bf8e2731c14bccbf2f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "386c7bf00f7b4f27900a868eb0ace2b2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_6deda54035e443d290fa597c5d09d1fc",
                "IPY_MODEL_0fe3d8f1a5be4adca51e926bb823a224",
                "IPY_MODEL_248a121378db4cf79046d5cda22e6887"
              ],
              "layout": "IPY_MODEL_b9785e15fc9a45348eadfc72d77d5a39"
            }
          },
          "6deda54035e443d290fa597c5d09d1fc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_75a1cf6974744209813361f9d884a939",
              "placeholder": "​",
              "style": "IPY_MODEL_42f0689cc3c349be8305e29382510319",
              "value": "Writing model shards: 100%"
            }
          },
          "0fe3d8f1a5be4adca51e926bb823a224": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_348771d71ced4a41bcf93664f610e4a5",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6c8fd27334704c43bb7579c3382c0dd7",
              "value": 1
            }
          },
          "248a121378db4cf79046d5cda22e6887": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b15eed81149449439657b73797959149",
              "placeholder": "​",
              "style": "IPY_MODEL_efc2ee35a688426e84f1afb06588c7e8",
              "value": " 1/1 [00:00&lt;00:00,  4.58it/s]"
            }
          },
          "b9785e15fc9a45348eadfc72d77d5a39": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "75a1cf6974744209813361f9d884a939": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "42f0689cc3c349be8305e29382510319": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "348771d71ced4a41bcf93664f610e4a5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6c8fd27334704c43bb7579c3382c0dd7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b15eed81149449439657b73797959149": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "efc2ee35a688426e84f1afb06588c7e8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ddc47b13e11d415d868c7342c413105a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_fa35bfcefa4d496190d3edee47e6d3a7",
                "IPY_MODEL_01b6dbfec59c494aa0bc633851bceb5a",
                "IPY_MODEL_e899664af5114be2ad5e566620e7ffee"
              ],
              "layout": "IPY_MODEL_3b097c2628cc4f05a254ad0696aa7b32"
            }
          },
          "fa35bfcefa4d496190d3edee47e6d3a7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e0a7e4b8f6d64f5d90fb48f5e6fe30dd",
              "placeholder": "​",
              "style": "IPY_MODEL_87ffa8bc5df34fbcafe9bcec1f123c34",
              "value": "Writing model shards: 100%"
            }
          },
          "01b6dbfec59c494aa0bc633851bceb5a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cdfc369cf0ae48f38bc379c808a2e6a3",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_b540b0a806f841fbb8d6c3531646f64c",
              "value": 1
            }
          },
          "e899664af5114be2ad5e566620e7ffee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_831d075d7d4b4eba9987a7658c1e5cbd",
              "placeholder": "​",
              "style": "IPY_MODEL_0b6de7d9f55a4a13ac5d23783b49f3cf",
              "value": " 1/1 [00:00&lt;00:00,  3.81it/s]"
            }
          },
          "3b097c2628cc4f05a254ad0696aa7b32": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e0a7e4b8f6d64f5d90fb48f5e6fe30dd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "87ffa8bc5df34fbcafe9bcec1f123c34": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "cdfc369cf0ae48f38bc379c808a2e6a3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b540b0a806f841fbb8d6c3531646f64c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "831d075d7d4b4eba9987a7658c1e5cbd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0b6de7d9f55a4a13ac5d23783b49f3cf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "172cb3a22170459ca9d263e2c88a41e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_6e60c2880363417ea9e7aa08472891f0",
                "IPY_MODEL_61dd8be7f97643f683f46c470cba713e",
                "IPY_MODEL_7ab7f43775344705926f88020ef0fe5a"
              ],
              "layout": "IPY_MODEL_e051201432db43a1af0c77080e62a5c2"
            }
          },
          "6e60c2880363417ea9e7aa08472891f0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d569b7df065c4c7db5a5cbf012a79cb5",
              "placeholder": "​",
              "style": "IPY_MODEL_44758089d6014cba9148f3c526de05f2",
              "value": "Writing model shards: 100%"
            }
          },
          "61dd8be7f97643f683f46c470cba713e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c2a03ead93174e2381dc89fca4422ea3",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3c414eb258264a2ebf73e9e817283f19",
              "value": 1
            }
          },
          "7ab7f43775344705926f88020ef0fe5a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_95c8e1206df04f13b9fede78a0fc6f44",
              "placeholder": "​",
              "style": "IPY_MODEL_efc60b5f50e24fd397c276dc0ff36514",
              "value": " 1/1 [00:00&lt;00:00,  4.91it/s]"
            }
          },
          "e051201432db43a1af0c77080e62a5c2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d569b7df065c4c7db5a5cbf012a79cb5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "44758089d6014cba9148f3c526de05f2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c2a03ead93174e2381dc89fca4422ea3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3c414eb258264a2ebf73e9e817283f19": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "95c8e1206df04f13b9fede78a0fc6f44": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "efc60b5f50e24fd397c276dc0ff36514": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6d2c3c00cd954b54b18bdfbd4fd1701e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f9f875e1897f44e6ace785669b070154",
                "IPY_MODEL_5b7f2c0d46aa403e894a6b5ae0b6a273",
                "IPY_MODEL_d5c2aa57e37b4f85a671537eb879c6b0"
              ],
              "layout": "IPY_MODEL_42197bc994ff44b9a4090bf93064da67"
            }
          },
          "f9f875e1897f44e6ace785669b070154": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9fd7b4037a2545a7be59e41eb380515e",
              "placeholder": "​",
              "style": "IPY_MODEL_581ae00c8eae44e8aa253c7521f9442d",
              "value": "Writing model shards: 100%"
            }
          },
          "5b7f2c0d46aa403e894a6b5ae0b6a273": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5ada178f76c142db8f662b736c89f2a7",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0c459de0c73f4f978ce3ccaa15905dc8",
              "value": 1
            }
          },
          "d5c2aa57e37b4f85a671537eb879c6b0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2a452bdb326343918fa624d56bc86dc5",
              "placeholder": "​",
              "style": "IPY_MODEL_2198c1c0e679497f8d3e4f1b9b777352",
              "value": " 1/1 [00:00&lt;00:00,  4.91it/s]"
            }
          },
          "42197bc994ff44b9a4090bf93064da67": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9fd7b4037a2545a7be59e41eb380515e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "581ae00c8eae44e8aa253c7521f9442d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5ada178f76c142db8f662b736c89f2a7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0c459de0c73f4f978ce3ccaa15905dc8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "2a452bdb326343918fa624d56bc86dc5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2198c1c0e679497f8d3e4f1b9b777352": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3c775d44c6584b6a9a2fc1af2502eeef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_71be9fdd768c43fda3dd9fa6c7d9cb24",
                "IPY_MODEL_a45d4d75510842bb8b3137de7e7284dd",
                "IPY_MODEL_4c0ec4ec251f4bb1a0bffecd1391eddc"
              ],
              "layout": "IPY_MODEL_6cd8a68e3db441d29f9187d26346818f"
            }
          },
          "71be9fdd768c43fda3dd9fa6c7d9cb24": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4f66127034024d41b66feaee9fa33e49",
              "placeholder": "​",
              "style": "IPY_MODEL_34c5bac5cd5940bbbc915a20997954aa",
              "value": "Writing model shards: 100%"
            }
          },
          "a45d4d75510842bb8b3137de7e7284dd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e224febc82004bb2aff6a53d8caa9acc",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_89967fe22f234960a2b5c3bf5a566205",
              "value": 1
            }
          },
          "4c0ec4ec251f4bb1a0bffecd1391eddc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fa974c313e7b4276a37d16287394ee91",
              "placeholder": "​",
              "style": "IPY_MODEL_f08cb163adeb4072a2d32e9d60c67d6a",
              "value": " 1/1 [00:00&lt;00:00,  4.72it/s]"
            }
          },
          "6cd8a68e3db441d29f9187d26346818f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4f66127034024d41b66feaee9fa33e49": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "34c5bac5cd5940bbbc915a20997954aa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e224febc82004bb2aff6a53d8caa9acc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "89967fe22f234960a2b5c3bf5a566205": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "fa974c313e7b4276a37d16287394ee91": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f08cb163adeb4072a2d32e9d60c67d6a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "50d0d1c0985c472bb6f5b6e0222c7be8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_08b3138d2f074596a83505256183f833",
                "IPY_MODEL_18ebeb25796b4947bbf310e8131312e1",
                "IPY_MODEL_bd90a5f4604f437f8c170ba1848ad943"
              ],
              "layout": "IPY_MODEL_72c5e030cbdc4668abca28695393b5d0"
            }
          },
          "08b3138d2f074596a83505256183f833": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_674fffae792a45f191cdf37458f9ab48",
              "placeholder": "​",
              "style": "IPY_MODEL_02bb0f6eec2346329141a6a6d4c841f5",
              "value": "Loading weights: 100%"
            }
          },
          "18ebeb25796b4947bbf310e8131312e1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c4db0d182b6440a391e8ed72188905e4",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5d8f5f282f8a4a5d9bccc8cd01870987",
              "value": 101
            }
          },
          "bd90a5f4604f437f8c170ba1848ad943": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a649ec3d611f4afd9b067d36b0940b42",
              "placeholder": "​",
              "style": "IPY_MODEL_d56873bd39214563905293b787ccc304",
              "value": " 101/101 [00:00&lt;00:00, 2727.13it/s]"
            }
          },
          "72c5e030cbdc4668abca28695393b5d0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "674fffae792a45f191cdf37458f9ab48": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "02bb0f6eec2346329141a6a6d4c841f5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c4db0d182b6440a391e8ed72188905e4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5d8f5f282f8a4a5d9bccc8cd01870987": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a649ec3d611f4afd9b067d36b0940b42": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d56873bd39214563905293b787ccc304": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "03ffb42fdf224d8fb5f68b192f5f2940": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_fbe2789adc3c443584eab06206f5d083",
                "IPY_MODEL_9699cc83697648f09d0c5591ff037305",
                "IPY_MODEL_00885e22428d4783a25d71ef0707c735"
              ],
              "layout": "IPY_MODEL_e5f77ae06d7a4be1b49bdf1e79a3eedb"
            }
          },
          "fbe2789adc3c443584eab06206f5d083": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e5b9e14405fe44deb951e7d9edace6db",
              "placeholder": "​",
              "style": "IPY_MODEL_ca1eec855c724500a47d96570c5a10dd",
              "value": "Writing model shards: 100%"
            }
          },
          "9699cc83697648f09d0c5591ff037305": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bd00c8c752ff4f008adaaccb2b19d5ad",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_1b5c7b36683f4adaa1fb8ea6872f9b9b",
              "value": 1
            }
          },
          "00885e22428d4783a25d71ef0707c735": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fc8d9eb1d3aa46edb80f8dd6163ea533",
              "placeholder": "​",
              "style": "IPY_MODEL_7937e7badbc449148524b0442a34bb92",
              "value": " 1/1 [00:00&lt;00:00,  4.66it/s]"
            }
          },
          "e5f77ae06d7a4be1b49bdf1e79a3eedb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e5b9e14405fe44deb951e7d9edace6db": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ca1eec855c724500a47d96570c5a10dd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bd00c8c752ff4f008adaaccb2b19d5ad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1b5c7b36683f4adaa1fb8ea6872f9b9b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "fc8d9eb1d3aa46edb80f8dd6163ea533": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7937e7badbc449148524b0442a34bb92": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "cd0836c3caf04bf8a6c2c4d7a419e28e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e533bf1b33294f69887fa7ea03a482e0",
                "IPY_MODEL_9759e2e6cc864d6f98d1ba5b2d8b3c11",
                "IPY_MODEL_e18fb08ec97d4aa1b41dd7e608d7beb4"
              ],
              "layout": "IPY_MODEL_77bb1ac946bc4a9db63a3cd80e71f946"
            }
          },
          "e533bf1b33294f69887fa7ea03a482e0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5c5fc1e9f75a459693b1d683238d47e6",
              "placeholder": "​",
              "style": "IPY_MODEL_e5975fd610a34ab8b9919a27f943a43f",
              "value": "Writing model shards: 100%"
            }
          },
          "9759e2e6cc864d6f98d1ba5b2d8b3c11": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e813ec1fdd93498584a0f03897692eea",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_9917d0bc0be14e0e97cc770e6d2cfd76",
              "value": 1
            }
          },
          "e18fb08ec97d4aa1b41dd7e608d7beb4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f12e6d201a6a4d4291e09dbcf5213b0a",
              "placeholder": "​",
              "style": "IPY_MODEL_633b1cb22ccb4ee0b9880e1774c22ac9",
              "value": " 1/1 [00:00&lt;00:00,  4.43it/s]"
            }
          },
          "77bb1ac946bc4a9db63a3cd80e71f946": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5c5fc1e9f75a459693b1d683238d47e6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e5975fd610a34ab8b9919a27f943a43f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e813ec1fdd93498584a0f03897692eea": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9917d0bc0be14e0e97cc770e6d2cfd76": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f12e6d201a6a4d4291e09dbcf5213b0a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "633b1cb22ccb4ee0b9880e1774c22ac9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1c4b8caaf52d494895fdc8f72ff1e2e5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_6c0f8a4a786a4edda7f3a7f332bc8b7d",
                "IPY_MODEL_d79a771933e249c281e37c89506ed3db",
                "IPY_MODEL_b1291ca9e8cc40b79547edcc434dbaa6"
              ],
              "layout": "IPY_MODEL_8c511b78d33d45fc90006feb55d9afc1"
            }
          },
          "6c0f8a4a786a4edda7f3a7f332bc8b7d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_23c366fc5023488e8dfae09b6f97b1bb",
              "placeholder": "​",
              "style": "IPY_MODEL_3c3641d348da4c6fa1c0ea01ca16f9e2",
              "value": "Writing model shards: 100%"
            }
          },
          "d79a771933e249c281e37c89506ed3db": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_78115c6e20d4476b817ea08a47ae005b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_740158865a3b4e0ea7a3e4f8a7e20f42",
              "value": 1
            }
          },
          "b1291ca9e8cc40b79547edcc434dbaa6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_065eed8b78664571b838ee4a26c6efdd",
              "placeholder": "​",
              "style": "IPY_MODEL_477561fbfb624835add04814b409907d",
              "value": " 1/1 [00:00&lt;00:00,  4.58it/s]"
            }
          },
          "8c511b78d33d45fc90006feb55d9afc1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "23c366fc5023488e8dfae09b6f97b1bb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3c3641d348da4c6fa1c0ea01ca16f9e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "78115c6e20d4476b817ea08a47ae005b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "740158865a3b4e0ea7a3e4f8a7e20f42": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "065eed8b78664571b838ee4a26c6efdd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "477561fbfb624835add04814b409907d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "728f98b4f46f44d8a82fbe4c4e154191": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4618a0d533d941e18f49015db7089e19",
                "IPY_MODEL_7ad9a81903804770988f153daadc8c8b",
                "IPY_MODEL_8d051a2681084716b477676890c938c3"
              ],
              "layout": "IPY_MODEL_dfae803b31b54d09b1f9fdd0fb3caa58"
            }
          },
          "4618a0d533d941e18f49015db7089e19": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a9d0236464a04a34a00c44e25e4aad35",
              "placeholder": "​",
              "style": "IPY_MODEL_8e364795c6344114bb557b27428b4252",
              "value": "Loading weights: 100%"
            }
          },
          "7ad9a81903804770988f153daadc8c8b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5704bd2f02114cce8d8364d27fa2a06d",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_64c40bab8dad4c7d8ea9e46597872081",
              "value": 101
            }
          },
          "8d051a2681084716b477676890c938c3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_08a0b9d7f48445d59d5c128219421e76",
              "placeholder": "​",
              "style": "IPY_MODEL_2c2cf5e38463491cb0811b1d26f6eb79",
              "value": " 101/101 [00:00&lt;00:00, 2589.55it/s]"
            }
          },
          "dfae803b31b54d09b1f9fdd0fb3caa58": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a9d0236464a04a34a00c44e25e4aad35": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8e364795c6344114bb557b27428b4252": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5704bd2f02114cce8d8364d27fa2a06d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "64c40bab8dad4c7d8ea9e46597872081": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "08a0b9d7f48445d59d5c128219421e76": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2c2cf5e38463491cb0811b1d26f6eb79": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d3b881a12a204e7fb870aaf77bc0c9ea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ca700b0d914e42eeb21958f5f1632835",
                "IPY_MODEL_72bd75ce22e64f83bf8a92c4972911ea",
                "IPY_MODEL_04fc71c315694420b2d0f7042b733366"
              ],
              "layout": "IPY_MODEL_364226e01a30454a9846ede9b524a20d"
            }
          },
          "ca700b0d914e42eeb21958f5f1632835": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_652c9ed047e347a697dfa88238243489",
              "placeholder": "​",
              "style": "IPY_MODEL_a4da999ae2de40baac5304deeb3c7aa5",
              "value": "Writing model shards: 100%"
            }
          },
          "72bd75ce22e64f83bf8a92c4972911ea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b2cb7e866a9e4b70a63957eced8b8287",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_683baae81eef400fa9b0587041ff0981",
              "value": 1
            }
          },
          "04fc71c315694420b2d0f7042b733366": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b4cd30cd9c0f40068d38af782ed13e88",
              "placeholder": "​",
              "style": "IPY_MODEL_9d47c8001fcc4f86a6a80421606e0ada",
              "value": " 1/1 [00:00&lt;00:00,  4.46it/s]"
            }
          },
          "364226e01a30454a9846ede9b524a20d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "652c9ed047e347a697dfa88238243489": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a4da999ae2de40baac5304deeb3c7aa5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b2cb7e866a9e4b70a63957eced8b8287": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "683baae81eef400fa9b0587041ff0981": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b4cd30cd9c0f40068d38af782ed13e88": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9d47c8001fcc4f86a6a80421606e0ada": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "7037d3064a7d4876b2c470cb0a437338": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_713f49db3ecb4c1aad90b929021cfbe0",
                "IPY_MODEL_ecaedee9ddb24a0785c811604fcfe05a",
                "IPY_MODEL_55a36e862c4647a5abdea6f5757dcdf4"
              ],
              "layout": "IPY_MODEL_511565ea2b264e3487d2e26fa8fd9424"
            }
          },
          "713f49db3ecb4c1aad90b929021cfbe0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e026d7796d454917adeb7285f020f32c",
              "placeholder": "​",
              "style": "IPY_MODEL_5b7f0f41614a4cca800beaf460b79670",
              "value": "Writing model shards: 100%"
            }
          },
          "ecaedee9ddb24a0785c811604fcfe05a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9d92c6366a334e49916515e26ad960bb",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_16dc5f6a56ff4dab863165c0213fcd05",
              "value": 1
            }
          },
          "55a36e862c4647a5abdea6f5757dcdf4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_555474817e834e35bb0b25e8736642e7",
              "placeholder": "​",
              "style": "IPY_MODEL_6b1d50559ecf44a9bc0345ebef131a9b",
              "value": " 1/1 [00:00&lt;00:00,  4.27it/s]"
            }
          },
          "511565ea2b264e3487d2e26fa8fd9424": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e026d7796d454917adeb7285f020f32c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5b7f0f41614a4cca800beaf460b79670": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9d92c6366a334e49916515e26ad960bb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "16dc5f6a56ff4dab863165c0213fcd05": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "555474817e834e35bb0b25e8736642e7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6b1d50559ecf44a9bc0345ebef131a9b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f382e5b6f7204792a47caba597f1a831": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_2536e92d22d34a8fa7a0e2600baa4c75",
                "IPY_MODEL_398b3cc1640e47a6ba22074325b39e63",
                "IPY_MODEL_060fdc67db854eb5ba21547b5ffe01ed"
              ],
              "layout": "IPY_MODEL_ded345a5e6ec4ad995e32b038ff80296"
            }
          },
          "2536e92d22d34a8fa7a0e2600baa4c75": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f51c4a8f722646009f2b810a227a49f8",
              "placeholder": "​",
              "style": "IPY_MODEL_9db7b20b3b464e989e254313276fe3ab",
              "value": "Writing model shards: 100%"
            }
          },
          "398b3cc1640e47a6ba22074325b39e63": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0fddc44b67614a7fa0e149884623f5be",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ec67a1af99e64742a91280366f6981fa",
              "value": 1
            }
          },
          "060fdc67db854eb5ba21547b5ffe01ed": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_452774750e94466b854da86a27c9405c",
              "placeholder": "​",
              "style": "IPY_MODEL_73bc062e03ba40c1954c7b58ef037819",
              "value": " 1/1 [00:00&lt;00:00,  4.66it/s]"
            }
          },
          "ded345a5e6ec4ad995e32b038ff80296": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f51c4a8f722646009f2b810a227a49f8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9db7b20b3b464e989e254313276fe3ab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0fddc44b67614a7fa0e149884623f5be": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ec67a1af99e64742a91280366f6981fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "452774750e94466b854da86a27c9405c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "73bc062e03ba40c1954c7b58ef037819": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6a8b9a8739d6465a91acd2f49de209fc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_2d2dd7d9e55c4d11b0562b19a39c0a09",
                "IPY_MODEL_3388e77065204f60a99452dfb95ab143",
                "IPY_MODEL_21d1def5d3554aa5a76897baf76d6fdb"
              ],
              "layout": "IPY_MODEL_01f32c280e6147fd80d94363ca89f2ec"
            }
          },
          "2d2dd7d9e55c4d11b0562b19a39c0a09": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f9d593c4190f4b23b0f083ae9942238e",
              "placeholder": "​",
              "style": "IPY_MODEL_e697f06d584d44568274747cf0324c09",
              "value": "Writing model shards: 100%"
            }
          },
          "3388e77065204f60a99452dfb95ab143": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fb89048fa90f45fbbca8f566ee09f3e2",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_fd26eb2818ad43fb9396ca0ece081598",
              "value": 1
            }
          },
          "21d1def5d3554aa5a76897baf76d6fdb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c122a5553611441ab0680b52a2b7bd8e",
              "placeholder": "​",
              "style": "IPY_MODEL_989b440f60594d8ea5edb6ff7f0ae67d",
              "value": " 1/1 [00:00&lt;00:00,  4.61it/s]"
            }
          },
          "01f32c280e6147fd80d94363ca89f2ec": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f9d593c4190f4b23b0f083ae9942238e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e697f06d584d44568274747cf0324c09": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fb89048fa90f45fbbca8f566ee09f3e2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fd26eb2818ad43fb9396ca0ece081598": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c122a5553611441ab0680b52a2b7bd8e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "989b440f60594d8ea5edb6ff7f0ae67d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c8173ea224ab4c4bb66f95ae18363d3a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_76b2515935e74007a479e8b44e571634",
                "IPY_MODEL_a94a372271fc429f92c9ea3acdd76b86",
                "IPY_MODEL_58ccda7bd2b541d3b8983fcb648e719d"
              ],
              "layout": "IPY_MODEL_f261f189b5a046278fa4af98379f2cc7"
            }
          },
          "76b2515935e74007a479e8b44e571634": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_93b0b131d45a478a82e3c55a09bcdc97",
              "placeholder": "​",
              "style": "IPY_MODEL_5d22493c04814e74a6834fffee623d35",
              "value": "Writing model shards: 100%"
            }
          },
          "a94a372271fc429f92c9ea3acdd76b86": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_be57e555ae5f4c8382839fe59cfb77d1",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_8a847438552247b6a5bd7a47831c0508",
              "value": 1
            }
          },
          "58ccda7bd2b541d3b8983fcb648e719d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_89d08d8fd3134ecab14ff8017b1916fc",
              "placeholder": "​",
              "style": "IPY_MODEL_56a07b53710749baa56fec701d81f813",
              "value": " 1/1 [00:00&lt;00:00,  2.56it/s]"
            }
          },
          "f261f189b5a046278fa4af98379f2cc7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "93b0b131d45a478a82e3c55a09bcdc97": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5d22493c04814e74a6834fffee623d35": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "be57e555ae5f4c8382839fe59cfb77d1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8a847438552247b6a5bd7a47831c0508": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "89d08d8fd3134ecab14ff8017b1916fc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "56a07b53710749baa56fec701d81f813": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e700db3152ac4e13941ace4ea2f46696": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_39656810f54843e7ab0643ae404f2448",
                "IPY_MODEL_977c2dd80c9e417f94a1b0454ba0950c",
                "IPY_MODEL_107f4852bfd14d3f86dc68257886af81"
              ],
              "layout": "IPY_MODEL_c52907d1dbd141daa1307336227c89b8"
            }
          },
          "39656810f54843e7ab0643ae404f2448": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c072f675952542878589fb97bff98701",
              "placeholder": "​",
              "style": "IPY_MODEL_946b8b5519584daab1c06f0d7aeab0dd",
              "value": "Writing model shards: 100%"
            }
          },
          "977c2dd80c9e417f94a1b0454ba0950c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cb37ba41dbbe40f9b52cabf16586a000",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_347bff70013c4dd3b81afa1ad31e32e7",
              "value": 1
            }
          },
          "107f4852bfd14d3f86dc68257886af81": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6c176da59fa149f7b1d3199fe40a3549",
              "placeholder": "​",
              "style": "IPY_MODEL_3da92170b19c4f5ba73443a2ec823962",
              "value": " 1/1 [00:00&lt;00:00,  4.87it/s]"
            }
          },
          "c52907d1dbd141daa1307336227c89b8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c072f675952542878589fb97bff98701": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "946b8b5519584daab1c06f0d7aeab0dd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "cb37ba41dbbe40f9b52cabf16586a000": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "347bff70013c4dd3b81afa1ad31e32e7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6c176da59fa149f7b1d3199fe40a3549": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3da92170b19c4f5ba73443a2ec823962": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ad29c24ae8714cb5934db00534c88f3e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_9317ef30eff6418d821095c923456fee",
                "IPY_MODEL_5b391457bf204d5984b13a85306bb339",
                "IPY_MODEL_b592070f90be4459bb729409784f639e"
              ],
              "layout": "IPY_MODEL_73a65e99e9b143d49abcc3fab1a4e269"
            }
          },
          "9317ef30eff6418d821095c923456fee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a465f7d67cdf4fc0a817f3001487b8df",
              "placeholder": "​",
              "style": "IPY_MODEL_4ed5a941370543e4a95bb5c6cdd6cdb5",
              "value": "Writing model shards: 100%"
            }
          },
          "5b391457bf204d5984b13a85306bb339": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6dea22378f634158ac6a10d9180ad7ad",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_aec921bb9786402d9d6800cf3bde63c7",
              "value": 1
            }
          },
          "b592070f90be4459bb729409784f639e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_200b3d0fbd644c0b8136e4236a40385a",
              "placeholder": "​",
              "style": "IPY_MODEL_f529a033b9a740609add5bfc22e5e0e6",
              "value": " 1/1 [00:00&lt;00:00,  4.80it/s]"
            }
          },
          "73a65e99e9b143d49abcc3fab1a4e269": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a465f7d67cdf4fc0a817f3001487b8df": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4ed5a941370543e4a95bb5c6cdd6cdb5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6dea22378f634158ac6a10d9180ad7ad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "aec921bb9786402d9d6800cf3bde63c7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "200b3d0fbd644c0b8136e4236a40385a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f529a033b9a740609add5bfc22e5e0e6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "72fd74a27eff428ba5a3cea17d119c31": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a6f5c5b7e667418eae526e41fddcebb9",
                "IPY_MODEL_63133f2ad6f4432b81368322d19c1dfd",
                "IPY_MODEL_9baab82af9534cfe8beab7680d19113e"
              ],
              "layout": "IPY_MODEL_9c7a2423e6fe4d858e98c8f1afbaee3a"
            }
          },
          "a6f5c5b7e667418eae526e41fddcebb9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8a82e6a1abdb44d0a67677db4bfd7c58",
              "placeholder": "​",
              "style": "IPY_MODEL_5ea1f374f2e24099b102403f76a0747b",
              "value": "Map: 100%"
            }
          },
          "63133f2ad6f4432b81368322d19c1dfd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_355acb552f814110b2ee4939f703eec6",
              "max": 800,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_079a58c3364446df83969faae2196c62",
              "value": 800
            }
          },
          "9baab82af9534cfe8beab7680d19113e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_90e65de0955a406d8eb0c8d6b41aadf4",
              "placeholder": "​",
              "style": "IPY_MODEL_89a82ae996414be09bbcf2e115ff14ab",
              "value": " 800/800 [00:00&lt;00:00, 4519.91 examples/s]"
            }
          },
          "9c7a2423e6fe4d858e98c8f1afbaee3a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8a82e6a1abdb44d0a67677db4bfd7c58": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5ea1f374f2e24099b102403f76a0747b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "355acb552f814110b2ee4939f703eec6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "079a58c3364446df83969faae2196c62": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "90e65de0955a406d8eb0c8d6b41aadf4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "89a82ae996414be09bbcf2e115ff14ab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "29f5b15542c646d093b05b90b295f437": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b6472e1b40084262be0edda7ff1e8df9",
                "IPY_MODEL_e7f5c4eca0ec4c59b04e6862b2f72a2e",
                "IPY_MODEL_b6f5b793f8704d3a97db87943b10793f"
              ],
              "layout": "IPY_MODEL_623ee7030fb44880857c90311f483258"
            }
          },
          "b6472e1b40084262be0edda7ff1e8df9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_81bcbe29b26249ffbd0d5a835ec269f5",
              "placeholder": "​",
              "style": "IPY_MODEL_04950f527c654f7aaac11b4b3788e238",
              "value": "Map: 100%"
            }
          },
          "e7f5c4eca0ec4c59b04e6862b2f72a2e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b0892972dd48411ab17929c9de6f1f5b",
              "max": 200,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_e371715282ba4a37bfa0bfcad9d0d42c",
              "value": 200
            }
          },
          "b6f5b793f8704d3a97db87943b10793f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fe02069df0db4ea2b78f4e36e7fe13f5",
              "placeholder": "​",
              "style": "IPY_MODEL_e0ab2c2359264c8ab2c326ecad27cd11",
              "value": " 200/200 [00:00&lt;00:00, 3063.08 examples/s]"
            }
          },
          "623ee7030fb44880857c90311f483258": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "81bcbe29b26249ffbd0d5a835ec269f5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "04950f527c654f7aaac11b4b3788e238": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b0892972dd48411ab17929c9de6f1f5b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e371715282ba4a37bfa0bfcad9d0d42c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "fe02069df0db4ea2b78f4e36e7fe13f5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e0ab2c2359264c8ab2c326ecad27cd11": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "969c8a0a49ec4118a6ba2986c5464048": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f69d98e6ea7042e99b971bd6e09b4d13",
                "IPY_MODEL_c00b9b8b89304bd19c142161f55b166d",
                "IPY_MODEL_8d283d0b5eb94ddc9f25680f0b45147c"
              ],
              "layout": "IPY_MODEL_d22d9546e5c74547aa2cd3237ae0244a"
            }
          },
          "f69d98e6ea7042e99b971bd6e09b4d13": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7bb674cd33c34e55a272c6f0546258d6",
              "placeholder": "​",
              "style": "IPY_MODEL_56d277b95c36400bb6bf44c09d130a8f",
              "value": "Best trial: 0. Best value: 0.570249: 100%"
            }
          },
          "c00b9b8b89304bd19c142161f55b166d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_de8e96954f674f8b8040f0e0e707bcc7",
              "max": 4,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_09b1f3b544dd43539099fd0eceb9be60",
              "value": 4
            }
          },
          "8d283d0b5eb94ddc9f25680f0b45147c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f349573c23d8455f8af43925812070ad",
              "placeholder": "​",
              "style": "IPY_MODEL_1a696b96a82744b790e30c6d09aaca6e",
              "value": " 4/4 [01:20&lt;00:00, 21.99s/it]"
            }
          },
          "d22d9546e5c74547aa2cd3237ae0244a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7bb674cd33c34e55a272c6f0546258d6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "56d277b95c36400bb6bf44c09d130a8f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "de8e96954f674f8b8040f0e0e707bcc7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "09b1f3b544dd43539099fd0eceb9be60": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f349573c23d8455f8af43925812070ad": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1a696b96a82744b790e30c6d09aaca6e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "03c03cf3e01f47859a2b150bc661100a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f6fef77800904dfd9306f247dbd4c8a8",
                "IPY_MODEL_ccecc798f39540c08ab3645560fadf6e",
                "IPY_MODEL_672c8b74ba034c35b1cd562d8c5debfe"
              ],
              "layout": "IPY_MODEL_aa03d46b8864486e9ff1ca0f640372ae"
            }
          },
          "f6fef77800904dfd9306f247dbd4c8a8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d5a6339836984da2b7d9d8f9c9085e5e",
              "placeholder": "​",
              "style": "IPY_MODEL_ba3c214ebf844d47ad1dbaae88b39f72",
              "value": "Loading weights: 100%"
            }
          },
          "ccecc798f39540c08ab3645560fadf6e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_dfca48d1b3d245838e148c33a61b5b36",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_9967fe0110ff416cba5f6f32009e5473",
              "value": 101
            }
          },
          "672c8b74ba034c35b1cd562d8c5debfe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7dac8ed211ac4c13adc6cd535e6c89f5",
              "placeholder": "​",
              "style": "IPY_MODEL_9f67a5cc99974e9891a6ed779074ca3b",
              "value": " 101/101 [00:00&lt;00:00, 2567.22it/s]"
            }
          },
          "aa03d46b8864486e9ff1ca0f640372ae": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d5a6339836984da2b7d9d8f9c9085e5e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ba3c214ebf844d47ad1dbaae88b39f72": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "dfca48d1b3d245838e148c33a61b5b36": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9967fe0110ff416cba5f6f32009e5473": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "7dac8ed211ac4c13adc6cd535e6c89f5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9f67a5cc99974e9891a6ed779074ca3b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4c6ed213393b403aaac15eac353211fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_6533407c274f4d9f8e2302a4f50d73ae",
                "IPY_MODEL_ce10134c4695431eab2362a9589926cd",
                "IPY_MODEL_6d2d05a0d1ec40e2a4b3a91c10b36358"
              ],
              "layout": "IPY_MODEL_29d9c69190d5490f9ef52811ad2a8be1"
            }
          },
          "6533407c274f4d9f8e2302a4f50d73ae": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2c486d45cf9b484fb91ed3c2a86e8131",
              "placeholder": "​",
              "style": "IPY_MODEL_9c74d56839c748f2ab15693805b3d1ef",
              "value": "Writing model shards: 100%"
            }
          },
          "ce10134c4695431eab2362a9589926cd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fb9fe726acaf4268a1b7a7c4ef40417e",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_7d91aaebee104fd89f151199d7595ea7",
              "value": 1
            }
          },
          "6d2d05a0d1ec40e2a4b3a91c10b36358": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9b9fa28cfe8f49ee9c05fa4a8451742a",
              "placeholder": "​",
              "style": "IPY_MODEL_8dd697a100df42a3810935c14c97db5f",
              "value": " 1/1 [00:00&lt;00:00,  4.78it/s]"
            }
          },
          "29d9c69190d5490f9ef52811ad2a8be1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2c486d45cf9b484fb91ed3c2a86e8131": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9c74d56839c748f2ab15693805b3d1ef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fb9fe726acaf4268a1b7a7c4ef40417e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7d91aaebee104fd89f151199d7595ea7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9b9fa28cfe8f49ee9c05fa4a8451742a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8dd697a100df42a3810935c14c97db5f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "031ab7b06b2f4940ae5076fb827deea4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1f1d631ac5b643c8b421a996864db717",
                "IPY_MODEL_447d6674de774a3fabe5314148010526",
                "IPY_MODEL_af8647fc7b4a445a820ef4829b37eb29"
              ],
              "layout": "IPY_MODEL_0e4650427695448393ae459e1c6ab821"
            }
          },
          "1f1d631ac5b643c8b421a996864db717": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3eb6e146acc445c59076e7a0c56d4815",
              "placeholder": "​",
              "style": "IPY_MODEL_99140b79a2814ef1a77b12db75058de9",
              "value": "Writing model shards: 100%"
            }
          },
          "447d6674de774a3fabe5314148010526": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c612cadf67f24933acc225e9600b0fd1",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_96d866fc577749f1b1c8289845a215b6",
              "value": 1
            }
          },
          "af8647fc7b4a445a820ef4829b37eb29": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9371719559624215a70eec7e0bc35a67",
              "placeholder": "​",
              "style": "IPY_MODEL_9fc39e03cdf24c9899271b3c8a176190",
              "value": " 1/1 [00:00&lt;00:00,  4.67it/s]"
            }
          },
          "0e4650427695448393ae459e1c6ab821": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3eb6e146acc445c59076e7a0c56d4815": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "99140b79a2814ef1a77b12db75058de9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c612cadf67f24933acc225e9600b0fd1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "96d866fc577749f1b1c8289845a215b6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9371719559624215a70eec7e0bc35a67": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9fc39e03cdf24c9899271b3c8a176190": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e3b0717c808946da906c48e3c69cdfc1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e0c835a6503849eea806e7f3dc13fd9c",
                "IPY_MODEL_c04d49d3162e48a89d74ba7d24003b2c",
                "IPY_MODEL_984584040bcd4d88aef109d6ab423a25"
              ],
              "layout": "IPY_MODEL_7c91fb0574af47e492cf50748c5d5cb2"
            }
          },
          "e0c835a6503849eea806e7f3dc13fd9c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1df4d029010a43c5ba74a42295539bb1",
              "placeholder": "​",
              "style": "IPY_MODEL_e7b31f90b7934bccb227cf28ee337435",
              "value": "Writing model shards: 100%"
            }
          },
          "c04d49d3162e48a89d74ba7d24003b2c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d0a34d6f029f49d3838cd8e5b1cef367",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_397d1647347e422082042dccb6c60418",
              "value": 1
            }
          },
          "984584040bcd4d88aef109d6ab423a25": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f9420e5c74324502beabf3cd274aaeba",
              "placeholder": "​",
              "style": "IPY_MODEL_c33ee9e15add4151927991e876448870",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "7c91fb0574af47e492cf50748c5d5cb2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1df4d029010a43c5ba74a42295539bb1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e7b31f90b7934bccb227cf28ee337435": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d0a34d6f029f49d3838cd8e5b1cef367": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "397d1647347e422082042dccb6c60418": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f9420e5c74324502beabf3cd274aaeba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c33ee9e15add4151927991e876448870": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "779b27e7f9af4226ad4b39a81ff8ce25": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_23fd06b1138e4b559f19b3b739fe688b",
                "IPY_MODEL_6586ab3fde194ed4af7bd84fe36881ad",
                "IPY_MODEL_93f17ab227a84bd3b97ef910e96abfeb"
              ],
              "layout": "IPY_MODEL_797c7561978c467b90e96409ed1da395"
            }
          },
          "23fd06b1138e4b559f19b3b739fe688b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f2dfd084283d49329abf1df375649ffc",
              "placeholder": "​",
              "style": "IPY_MODEL_9119b53ad19d461cba0589ef72ab4747",
              "value": "Loading weights: 100%"
            }
          },
          "6586ab3fde194ed4af7bd84fe36881ad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8332cd2e705a4a4ebb6b724a7c39600f",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_1c62d00bdf2346a992c490e1b3f82dee",
              "value": 101
            }
          },
          "93f17ab227a84bd3b97ef910e96abfeb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_76413356cef04336b63221696acebbdd",
              "placeholder": "​",
              "style": "IPY_MODEL_d474b788f7064505a2349582b7dfb788",
              "value": " 101/101 [00:00&lt;00:00, 2356.78it/s]"
            }
          },
          "797c7561978c467b90e96409ed1da395": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f2dfd084283d49329abf1df375649ffc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9119b53ad19d461cba0589ef72ab4747": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8332cd2e705a4a4ebb6b724a7c39600f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1c62d00bdf2346a992c490e1b3f82dee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "76413356cef04336b63221696acebbdd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d474b788f7064505a2349582b7dfb788": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "178a082f2cfe4c0cacf4d4ddcd46d593": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ba21562e388b40c7afa02cc105974c18",
                "IPY_MODEL_45fe0293c50749c9b858d9be26813e9c",
                "IPY_MODEL_a42a52f3c8ec468f8072355ae53d4746"
              ],
              "layout": "IPY_MODEL_d438db4af96d4230a6bb9cb254b37ac6"
            }
          },
          "ba21562e388b40c7afa02cc105974c18": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4324aa04f87c41bdb74842e2d3512643",
              "placeholder": "​",
              "style": "IPY_MODEL_1e5d987cefc840b184208fc1c83ea834",
              "value": "Writing model shards: 100%"
            }
          },
          "45fe0293c50749c9b858d9be26813e9c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_309d42d02a96476d868ae431871b4baf",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_bd8108c9702e4450a13e3d0944198ccb",
              "value": 1
            }
          },
          "a42a52f3c8ec468f8072355ae53d4746": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cf9f0debb7634dd4a9e0f8948815314b",
              "placeholder": "​",
              "style": "IPY_MODEL_cdfe9ec1fa574544b9a9d75343a378a0",
              "value": " 1/1 [00:00&lt;00:00,  4.68it/s]"
            }
          },
          "d438db4af96d4230a6bb9cb254b37ac6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4324aa04f87c41bdb74842e2d3512643": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1e5d987cefc840b184208fc1c83ea834": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "309d42d02a96476d868ae431871b4baf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bd8108c9702e4450a13e3d0944198ccb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "cf9f0debb7634dd4a9e0f8948815314b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cdfe9ec1fa574544b9a9d75343a378a0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "766d9e8796b445ffa318b3d26d7e27ad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_be8b9281552c4122addeeb6e6e696d85",
                "IPY_MODEL_c144c1da9ea24397b99d6fbe2205f7fa",
                "IPY_MODEL_c889a4f006224b70a97cce68bbe5b23c"
              ],
              "layout": "IPY_MODEL_2b259771864e4567b47b0aa2144fff4e"
            }
          },
          "be8b9281552c4122addeeb6e6e696d85": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b5e0dc01ed6147f4b3ff8f8b1f203569",
              "placeholder": "​",
              "style": "IPY_MODEL_07c3d89465274711bcdee6b2544c4d74",
              "value": "Writing model shards: 100%"
            }
          },
          "c144c1da9ea24397b99d6fbe2205f7fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5be940f78b844ce0ad82c356398ece82",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0d54512c74fb4e5cbb4cce9f3c0887ba",
              "value": 1
            }
          },
          "c889a4f006224b70a97cce68bbe5b23c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5dbde06a1a124510bdcb018c24cf796e",
              "placeholder": "​",
              "style": "IPY_MODEL_3cf9b101848440949c801119024b258a",
              "value": " 1/1 [00:00&lt;00:00,  4.71it/s]"
            }
          },
          "2b259771864e4567b47b0aa2144fff4e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b5e0dc01ed6147f4b3ff8f8b1f203569": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "07c3d89465274711bcdee6b2544c4d74": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5be940f78b844ce0ad82c356398ece82": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0d54512c74fb4e5cbb4cce9f3c0887ba": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5dbde06a1a124510bdcb018c24cf796e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3cf9b101848440949c801119024b258a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2fdb1a7dc20d46a98c2243127ac996f7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_8c3b0b932d854e248ca03f0d3b045b8a",
                "IPY_MODEL_18816330d2d942f5a54ea3a313f5bc1c",
                "IPY_MODEL_17e79eefc57f4da8a5a6321855becda7"
              ],
              "layout": "IPY_MODEL_030ed9d671634dfdb7d7146ec1672db9"
            }
          },
          "8c3b0b932d854e248ca03f0d3b045b8a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8500152b7e334dd0a06bca7f889f687b",
              "placeholder": "​",
              "style": "IPY_MODEL_18318ca965754bba965e26ed64be0bb2",
              "value": "Writing model shards: 100%"
            }
          },
          "18816330d2d942f5a54ea3a313f5bc1c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_39e4ad29daf048cd958981071126ddd3",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f30d3fd6f3ce4cbc8af5cb84bdb4d926",
              "value": 1
            }
          },
          "17e79eefc57f4da8a5a6321855becda7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3b3a5616ef064f20bb780b3c1e1b5182",
              "placeholder": "​",
              "style": "IPY_MODEL_f00026eaa16345c180d079889f4ad671",
              "value": " 1/1 [00:00&lt;00:00,  4.62it/s]"
            }
          },
          "030ed9d671634dfdb7d7146ec1672db9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8500152b7e334dd0a06bca7f889f687b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "18318ca965754bba965e26ed64be0bb2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "39e4ad29daf048cd958981071126ddd3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f30d3fd6f3ce4cbc8af5cb84bdb4d926": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "3b3a5616ef064f20bb780b3c1e1b5182": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f00026eaa16345c180d079889f4ad671": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bb529fa05c814f6b83d56ab25d8d0d0c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ad35379d211f49d588e7aa0873411dd6",
                "IPY_MODEL_97a6d56e415c424c96a8dd341d23f430",
                "IPY_MODEL_c8c23d30e6f24aa59462fc203c9a913f"
              ],
              "layout": "IPY_MODEL_b9ffb48866c1425385912b0b0b48514d"
            }
          },
          "ad35379d211f49d588e7aa0873411dd6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6f40c979beee46a2ad6c6d849da2622c",
              "placeholder": "​",
              "style": "IPY_MODEL_61bfba09e17b421285df9d75c1bfdbd4",
              "value": "Writing model shards: 100%"
            }
          },
          "97a6d56e415c424c96a8dd341d23f430": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0bfeb04f7b5e490995728e494257f88d",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_185210ed5faf4e02a92aefe315d62e5b",
              "value": 1
            }
          },
          "c8c23d30e6f24aa59462fc203c9a913f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d06647a2f78e401e801383dda02cb913",
              "placeholder": "​",
              "style": "IPY_MODEL_fec2ae9fa1254dd4a2639fd4a8e0d216",
              "value": " 1/1 [00:00&lt;00:00,  4.67it/s]"
            }
          },
          "b9ffb48866c1425385912b0b0b48514d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f40c979beee46a2ad6c6d849da2622c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "61bfba09e17b421285df9d75c1bfdbd4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0bfeb04f7b5e490995728e494257f88d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "185210ed5faf4e02a92aefe315d62e5b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d06647a2f78e401e801383dda02cb913": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fec2ae9fa1254dd4a2639fd4a8e0d216": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "61a01a078fea465c801e91e5db00f7fb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e2ddbc90915e4e1d8ba6b013b878d48a",
                "IPY_MODEL_7691ab61c8994bf583fdd1b40e8a6ca7",
                "IPY_MODEL_35f2dda3e9634272bfc6173449d14534"
              ],
              "layout": "IPY_MODEL_085fb7f3b8d545f1ba1eba7aca5b87b1"
            }
          },
          "e2ddbc90915e4e1d8ba6b013b878d48a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cfc1322398464f6fa54602cbc77b63cd",
              "placeholder": "​",
              "style": "IPY_MODEL_e8b6f614341d4b8e81b6a0b4bf662abb",
              "value": "Loading weights: 100%"
            }
          },
          "7691ab61c8994bf583fdd1b40e8a6ca7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7842598dbef14d3cb83cbee4912d9066",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0a617ab0ea884725a86558b0e5d4ce37",
              "value": 101
            }
          },
          "35f2dda3e9634272bfc6173449d14534": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_327d36f3f0d940e38c99afef74ff68e1",
              "placeholder": "​",
              "style": "IPY_MODEL_53f9a67f80834f44a25ac5608dd6ade2",
              "value": " 101/101 [00:00&lt;00:00, 2514.27it/s]"
            }
          },
          "085fb7f3b8d545f1ba1eba7aca5b87b1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cfc1322398464f6fa54602cbc77b63cd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e8b6f614341d4b8e81b6a0b4bf662abb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "7842598dbef14d3cb83cbee4912d9066": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0a617ab0ea884725a86558b0e5d4ce37": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "327d36f3f0d940e38c99afef74ff68e1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "53f9a67f80834f44a25ac5608dd6ade2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b255966028d145fca420e9ab1fb80c2c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_9d7d62540c964039ac970d36cccf341d",
                "IPY_MODEL_4a9006dd600a4e4498cca436d73ef506",
                "IPY_MODEL_a1b44cfc800446ad9d641d723c550fb9"
              ],
              "layout": "IPY_MODEL_9f1a2ec4c0d5493d8fa2468db93ecb65"
            }
          },
          "9d7d62540c964039ac970d36cccf341d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e2324b550b2346d6bc11c3aa511f76e2",
              "placeholder": "​",
              "style": "IPY_MODEL_fde1fb7c95a84fe3b404cafe692a8ddf",
              "value": "Writing model shards: 100%"
            }
          },
          "4a9006dd600a4e4498cca436d73ef506": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_280cfb0a919e44e5a55a789581c8423c",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_8b808128bb604f33bf3e787f97a9b62f",
              "value": 1
            }
          },
          "a1b44cfc800446ad9d641d723c550fb9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_26eb1bd53e8643bab42b8f89e7f50aca",
              "placeholder": "​",
              "style": "IPY_MODEL_62d15344f9214508914035e99ed06899",
              "value": " 1/1 [00:00&lt;00:00,  4.59it/s]"
            }
          },
          "9f1a2ec4c0d5493d8fa2468db93ecb65": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e2324b550b2346d6bc11c3aa511f76e2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fde1fb7c95a84fe3b404cafe692a8ddf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "280cfb0a919e44e5a55a789581c8423c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8b808128bb604f33bf3e787f97a9b62f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "26eb1bd53e8643bab42b8f89e7f50aca": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "62d15344f9214508914035e99ed06899": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "54e6564821484a5b96003c194f32180c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0cc9f482f0e143e793d92b17dfe13042",
                "IPY_MODEL_3e0b1e58849f455d9416eb5a0eb6c521",
                "IPY_MODEL_646c41c0cb8f408d9b301b5c55b93c9d"
              ],
              "layout": "IPY_MODEL_c2bb0ddd570e493887b5a0ad12c387c4"
            }
          },
          "0cc9f482f0e143e793d92b17dfe13042": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_802ce2882b5149018a89420d002d19f9",
              "placeholder": "​",
              "style": "IPY_MODEL_02f33b2bd0a24ba6b714c27b5885f8b7",
              "value": "Writing model shards: 100%"
            }
          },
          "3e0b1e58849f455d9416eb5a0eb6c521": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_38f350aeace641c69e26cb1738c482cc",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_96828535023649d992eadd6ba2bd0452",
              "value": 1
            }
          },
          "646c41c0cb8f408d9b301b5c55b93c9d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_048820eeefa444e6a52e652be543232a",
              "placeholder": "​",
              "style": "IPY_MODEL_a9a23baf21dc4957992fec98b3db8c20",
              "value": " 1/1 [00:00&lt;00:00,  4.56it/s]"
            }
          },
          "c2bb0ddd570e493887b5a0ad12c387c4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "802ce2882b5149018a89420d002d19f9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "02f33b2bd0a24ba6b714c27b5885f8b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "38f350aeace641c69e26cb1738c482cc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "96828535023649d992eadd6ba2bd0452": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "048820eeefa444e6a52e652be543232a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a9a23baf21dc4957992fec98b3db8c20": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "609c16543c2a4f41af3b6be2c83fe0d7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_624ee01534014155b981d21529485365",
                "IPY_MODEL_6ce488a5fe2c4aed81c41b904a707de4",
                "IPY_MODEL_bcb2d2e8f2e94064b0260a32343e801e"
              ],
              "layout": "IPY_MODEL_ead59d7af33944d0993c6df6e4bccb9b"
            }
          },
          "624ee01534014155b981d21529485365": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1183dc50f65d4333bee2860dc2c53e5e",
              "placeholder": "​",
              "style": "IPY_MODEL_550e635e36704dc89d365b8e8937e5a9",
              "value": "Writing model shards: 100%"
            }
          },
          "6ce488a5fe2c4aed81c41b904a707de4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a491624a9ee942f8aa70e388145786bc",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0b87f657a11c42d9a692bc06c3e37a4b",
              "value": 1
            }
          },
          "bcb2d2e8f2e94064b0260a32343e801e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b409997a77304025a7bc93cd5fee3bd5",
              "placeholder": "​",
              "style": "IPY_MODEL_eb0c80831eb24ad9921afe672dd44404",
              "value": " 1/1 [00:00&lt;00:00,  4.65it/s]"
            }
          },
          "ead59d7af33944d0993c6df6e4bccb9b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1183dc50f65d4333bee2860dc2c53e5e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "550e635e36704dc89d365b8e8937e5a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a491624a9ee942f8aa70e388145786bc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0b87f657a11c42d9a692bc06c3e37a4b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b409997a77304025a7bc93cd5fee3bd5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "eb0c80831eb24ad9921afe672dd44404": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b5605b5612ae4e6f99e808ffc4cdeb67": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_7d84001d49674c39990c3391575c8932",
                "IPY_MODEL_db04a12fb8f94e3cadecd0f6c79baf83",
                "IPY_MODEL_78bfe7929aab4c95a04a74fa951b10d9"
              ],
              "layout": "IPY_MODEL_3b43669592724847a6ec24244d366e3d"
            }
          },
          "7d84001d49674c39990c3391575c8932": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ac3b899b09994156bac05741d239ec71",
              "placeholder": "​",
              "style": "IPY_MODEL_6f79146c29fd4d55834e1146aa5d0ecb",
              "value": "Writing model shards: 100%"
            }
          },
          "db04a12fb8f94e3cadecd0f6c79baf83": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a78ba331e7324a27a5f1e5090f570497",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0d841a31e55448a3b4f43a50148409d9",
              "value": 1
            }
          },
          "78bfe7929aab4c95a04a74fa951b10d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e47d8920da484f6b8fe641ecad8d029f",
              "placeholder": "​",
              "style": "IPY_MODEL_b507b38dfe204e46af91effcc89c30e8",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "3b43669592724847a6ec24244d366e3d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ac3b899b09994156bac05741d239ec71": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f79146c29fd4d55834e1146aa5d0ecb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a78ba331e7324a27a5f1e5090f570497": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0d841a31e55448a3b4f43a50148409d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e47d8920da484f6b8fe641ecad8d029f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b507b38dfe204e46af91effcc89c30e8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "005b3c62415943c39b58eedcf23bc838": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0e729f2322ac4cd19e463facc2b2f109",
                "IPY_MODEL_b2061ecb99fa4acfbcffb7a2a4ad9cea",
                "IPY_MODEL_5cb16be09e8e49a380d0d01520f4dceb"
              ],
              "layout": "IPY_MODEL_aea89edd63b045e690508a7172d31402"
            }
          },
          "0e729f2322ac4cd19e463facc2b2f109": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_53b3e74bf95c43ad88f139336fc05139",
              "placeholder": "​",
              "style": "IPY_MODEL_28bf356dcf324d90926a32b46dd37fce",
              "value": "Writing model shards: 100%"
            }
          },
          "b2061ecb99fa4acfbcffb7a2a4ad9cea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_323e96c923c94e48aa503e8e29cdba56",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_538eb1e3f6074a11ab8f7e61a88de6e0",
              "value": 1
            }
          },
          "5cb16be09e8e49a380d0d01520f4dceb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6e09e9b14b49466583415697e16e5923",
              "placeholder": "​",
              "style": "IPY_MODEL_c5c3febcf5dd4471891b6a1dc9045c35",
              "value": " 1/1 [00:00&lt;00:00,  4.57it/s]"
            }
          },
          "aea89edd63b045e690508a7172d31402": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "53b3e74bf95c43ad88f139336fc05139": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "28bf356dcf324d90926a32b46dd37fce": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "323e96c923c94e48aa503e8e29cdba56": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "538eb1e3f6074a11ab8f7e61a88de6e0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6e09e9b14b49466583415697e16e5923": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c5c3febcf5dd4471891b6a1dc9045c35": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5945856799f64c33bbf09136b1ebf125": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_968edb88cf264cb0bc4679360c80f6c2",
                "IPY_MODEL_54d95c7224ce4f8eb38d36806e0cc8a2",
                "IPY_MODEL_88b335673ac54d47bc58ab53cbf20fc0"
              ],
              "layout": "IPY_MODEL_b0e7daffb2354abdb1a306bd10c4dbe8"
            }
          },
          "968edb88cf264cb0bc4679360c80f6c2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_98131157b4134f09b4fbc36ce4cbc926",
              "placeholder": "​",
              "style": "IPY_MODEL_967c09990b4e479aafd7327aaa4c69e4",
              "value": "Writing model shards: 100%"
            }
          },
          "54d95c7224ce4f8eb38d36806e0cc8a2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b990d46d30ed49a7b1cb3b2b0f273bbe",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_347b0992880843d49692b5bed48a149d",
              "value": 1
            }
          },
          "88b335673ac54d47bc58ab53cbf20fc0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5c9057ad26cc42ed99ed3ad29c7a42d2",
              "placeholder": "​",
              "style": "IPY_MODEL_450f895ae690491f801bdfa77b95a39f",
              "value": " 1/1 [00:00&lt;00:00,  4.50it/s]"
            }
          },
          "b0e7daffb2354abdb1a306bd10c4dbe8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "98131157b4134f09b4fbc36ce4cbc926": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "967c09990b4e479aafd7327aaa4c69e4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b990d46d30ed49a7b1cb3b2b0f273bbe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "347b0992880843d49692b5bed48a149d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5c9057ad26cc42ed99ed3ad29c7a42d2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "450f895ae690491f801bdfa77b95a39f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ec1bf0002eb042de97a87bb77ede13a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_3e399576dcb6457885c2189d0d988aad",
                "IPY_MODEL_deffcc44e1b7475097b6e2ea4c8f1274",
                "IPY_MODEL_d038a4deafab436c85fe44b1d152c6f0"
              ],
              "layout": "IPY_MODEL_fab89a7dc5064924b0c187e726e7fd51"
            }
          },
          "3e399576dcb6457885c2189d0d988aad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e40eb320b51c4ab59292304549167c78",
              "placeholder": "​",
              "style": "IPY_MODEL_7699193ddc4c4a7cb37b0674cc509014",
              "value": "Loading weights: 100%"
            }
          },
          "deffcc44e1b7475097b6e2ea4c8f1274": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6aa9d6761b1048dfb3c36e6e78621f26",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_e482ea8a8add49c189bdbe903770e02a",
              "value": 101
            }
          },
          "d038a4deafab436c85fe44b1d152c6f0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bf83108e973f4a89a18480077748c383",
              "placeholder": "​",
              "style": "IPY_MODEL_2068d5d77d0148c6a6a7eb35617e211a",
              "value": " 101/101 [00:00&lt;00:00, 2335.82it/s]"
            }
          },
          "fab89a7dc5064924b0c187e726e7fd51": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e40eb320b51c4ab59292304549167c78": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7699193ddc4c4a7cb37b0674cc509014": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6aa9d6761b1048dfb3c36e6e78621f26": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e482ea8a8add49c189bdbe903770e02a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "bf83108e973f4a89a18480077748c383": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2068d5d77d0148c6a6a7eb35617e211a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "375ec8403e47430281d4b83c5c855bf6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_8ed7b03518e743d1a502c05e3e47c6b8",
                "IPY_MODEL_869bcefee43746879ac4b5da1b7d860f",
                "IPY_MODEL_323548ecf6524db8a137177d7e80ec6c"
              ],
              "layout": "IPY_MODEL_075c2094def247a18f91d4f2c42e2bfc"
            }
          },
          "8ed7b03518e743d1a502c05e3e47c6b8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_da2b5da77b5f4019984323871f15aef1",
              "placeholder": "​",
              "style": "IPY_MODEL_cd0b7777bf8f41b4a724e16d4cf23bb5",
              "value": "Writing model shards: 100%"
            }
          },
          "869bcefee43746879ac4b5da1b7d860f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_98dfd81dad804c73be8aba84a3324c06",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_44c8596b7731487b9bea87cf1b6030b8",
              "value": 1
            }
          },
          "323548ecf6524db8a137177d7e80ec6c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a7f57e34f20e45308ef3d61fa6532ea7",
              "placeholder": "​",
              "style": "IPY_MODEL_5a4428edcd3c4c7e8053073cb19f5674",
              "value": " 1/1 [00:00&lt;00:00,  4.59it/s]"
            }
          },
          "075c2094def247a18f91d4f2c42e2bfc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "da2b5da77b5f4019984323871f15aef1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cd0b7777bf8f41b4a724e16d4cf23bb5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "98dfd81dad804c73be8aba84a3324c06": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "44c8596b7731487b9bea87cf1b6030b8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a7f57e34f20e45308ef3d61fa6532ea7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5a4428edcd3c4c7e8053073cb19f5674": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ba52ef1283b942e3bf9dd3493211baaa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_856c6d2e0b2549ef948ac6e3be1048d6",
                "IPY_MODEL_5f9fa74633c34258b3bd19a3193678a7",
                "IPY_MODEL_42841f0d9c374f00a987aa66556481a3"
              ],
              "layout": "IPY_MODEL_1bd97b4825024676974a3d028da144bd"
            }
          },
          "856c6d2e0b2549ef948ac6e3be1048d6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_14244338989a4d16ae4bc24e56d0cdaa",
              "placeholder": "​",
              "style": "IPY_MODEL_3fe873cecf894e6190941fdc686cbd32",
              "value": "Writing model shards: 100%"
            }
          },
          "5f9fa74633c34258b3bd19a3193678a7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4b0d08a51631454e8ed3eb765ddf753b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_b99e93a854b44ba69b60d988b7b63504",
              "value": 1
            }
          },
          "42841f0d9c374f00a987aa66556481a3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0df4fd29b9474f6e9b93875ebc81d58f",
              "placeholder": "​",
              "style": "IPY_MODEL_da4fd4a32c294375b249c2f1e77efa02",
              "value": " 1/1 [00:00&lt;00:00,  4.50it/s]"
            }
          },
          "1bd97b4825024676974a3d028da144bd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "14244338989a4d16ae4bc24e56d0cdaa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3fe873cecf894e6190941fdc686cbd32": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4b0d08a51631454e8ed3eb765ddf753b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b99e93a854b44ba69b60d988b7b63504": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0df4fd29b9474f6e9b93875ebc81d58f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "da4fd4a32c294375b249c2f1e77efa02": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3664a51283b24c76a8a1d7e289819c5b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_7c691c04dd1d42bb88d2249ca6f3dd08",
                "IPY_MODEL_0317f07e80214be1bea23fde8e95c317",
                "IPY_MODEL_468f5c051c754026a9bc7ef0a99098c9"
              ],
              "layout": "IPY_MODEL_e4a195ea803d4ea8aaec3b9a73fb474a"
            }
          },
          "7c691c04dd1d42bb88d2249ca6f3dd08": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_399bc317491a442e8934cdcf8562f993",
              "placeholder": "​",
              "style": "IPY_MODEL_7480c4dac9914fbcb292810df6bbf164",
              "value": "Writing model shards: 100%"
            }
          },
          "0317f07e80214be1bea23fde8e95c317": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_14b124d1b6d2427380938ab4908a967b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_618c682ddcbb4f15bab843b93df1baae",
              "value": 1
            }
          },
          "468f5c051c754026a9bc7ef0a99098c9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ee59e77fcc344709ab4bf83c452a2c0c",
              "placeholder": "​",
              "style": "IPY_MODEL_b7e5525fd0214f47adb19497e1b05059",
              "value": " 1/1 [00:00&lt;00:00,  4.65it/s]"
            }
          },
          "e4a195ea803d4ea8aaec3b9a73fb474a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "399bc317491a442e8934cdcf8562f993": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7480c4dac9914fbcb292810df6bbf164": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "14b124d1b6d2427380938ab4908a967b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "618c682ddcbb4f15bab843b93df1baae": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "ee59e77fcc344709ab4bf83c452a2c0c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b7e5525fd0214f47adb19497e1b05059": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a54536edc6c14f51ba35cefe40bb19f0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_34260a0e24e94b3d95d8b7d536a1351e",
                "IPY_MODEL_178e3cdfa6a74e56b99fbfb155c80ed5",
                "IPY_MODEL_d8e104e5d3464f20b6ca04d42e87dc2c"
              ],
              "layout": "IPY_MODEL_35ca053564f243ec8bb4c50f0095cbf0"
            }
          },
          "34260a0e24e94b3d95d8b7d536a1351e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ed1f4b4761934c41885d0c6fd8fa2c45",
              "placeholder": "​",
              "style": "IPY_MODEL_5da206257f3145a0af1670c189e7cd40",
              "value": "Writing model shards: 100%"
            }
          },
          "178e3cdfa6a74e56b99fbfb155c80ed5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0be580997dcd40cba3ae9365ff17546e",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5ad01ea67d394d31b6d0812cb0359e4c",
              "value": 1
            }
          },
          "d8e104e5d3464f20b6ca04d42e87dc2c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b00b71f62d6344ea920f20a3e2124a49",
              "placeholder": "​",
              "style": "IPY_MODEL_fce953bdc0364759ab2f0d7ae0f92884",
              "value": " 1/1 [00:00&lt;00:00,  4.40it/s]"
            }
          },
          "35ca053564f243ec8bb4c50f0095cbf0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ed1f4b4761934c41885d0c6fd8fa2c45": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5da206257f3145a0af1670c189e7cd40": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0be580997dcd40cba3ae9365ff17546e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5ad01ea67d394d31b6d0812cb0359e4c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b00b71f62d6344ea920f20a3e2124a49": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fce953bdc0364759ab2f0d7ae0f92884": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "dc68f54211f343f4b32614d2e205b04e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f2783c9281b24d4fa76ade7029fed7f9",
                "IPY_MODEL_3021789bad2d49988d4e136f918b48ab",
                "IPY_MODEL_081916408f3c45a38ff89bf6b749c3e1"
              ],
              "layout": "IPY_MODEL_c2f7b55fb58d4075bc46202bd5f14496"
            }
          },
          "f2783c9281b24d4fa76ade7029fed7f9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_73afa1e1fe734a5c9d2af8e6516de7b3",
              "placeholder": "​",
              "style": "IPY_MODEL_f321b6d7843d4c348a71006cd79c541a",
              "value": "Writing model shards: 100%"
            }
          },
          "3021789bad2d49988d4e136f918b48ab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8ff288bb98a245799232f2a3e67c5b20",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d2efc993e97e484a88288038dfcd98b3",
              "value": 1
            }
          },
          "081916408f3c45a38ff89bf6b749c3e1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b3d7f321eec4407e9628aab913b39d83",
              "placeholder": "​",
              "style": "IPY_MODEL_f639243c6a7943cabe11e3f5a102ee50",
              "value": " 1/1 [00:00&lt;00:00,  4.72it/s]"
            }
          },
          "c2f7b55fb58d4075bc46202bd5f14496": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "73afa1e1fe734a5c9d2af8e6516de7b3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f321b6d7843d4c348a71006cd79c541a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8ff288bb98a245799232f2a3e67c5b20": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d2efc993e97e484a88288038dfcd98b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b3d7f321eec4407e9628aab913b39d83": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f639243c6a7943cabe11e3f5a102ee50": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "dbff2a19388a4e2b9af2b3906baa9fc3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_8aa5c1599fcc4a9aa081b19c4ee499a0",
                "IPY_MODEL_e6e5baf42d77419d9f4387526885eb48",
                "IPY_MODEL_08ea087ae96845d9bd79d7bb1845eaa0"
              ],
              "layout": "IPY_MODEL_0a876db19b7d4330a4a669dcce394396"
            }
          },
          "8aa5c1599fcc4a9aa081b19c4ee499a0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_31ddafc8bbed464cac00b9b4cd33deb6",
              "placeholder": "​",
              "style": "IPY_MODEL_600e2fbee77249a8b2f30be3b9cc4530",
              "value": "Writing model shards: 100%"
            }
          },
          "e6e5baf42d77419d9f4387526885eb48": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_512b613686ab4db89ebb4891257cb8a5",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ab3dd692d6ef4a9694b81e6f69655e8c",
              "value": 1
            }
          },
          "08ea087ae96845d9bd79d7bb1845eaa0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1e2842f58e1a41d4b4938fb5c7372810",
              "placeholder": "​",
              "style": "IPY_MODEL_99705980c6c74867b1ac7e4b785cc219",
              "value": " 1/1 [00:00&lt;00:00,  4.61it/s]"
            }
          },
          "0a876db19b7d4330a4a669dcce394396": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "31ddafc8bbed464cac00b9b4cd33deb6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "600e2fbee77249a8b2f30be3b9cc4530": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "512b613686ab4db89ebb4891257cb8a5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ab3dd692d6ef4a9694b81e6f69655e8c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "1e2842f58e1a41d4b4938fb5c7372810": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "99705980c6c74867b1ac7e4b785cc219": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "61dd0d04af4a4ac291cd45118a75509e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_4eb2023aefd94bf78fdaf46f0ab4266e",
                "IPY_MODEL_cb2127a747bf40d183072daa092b602a",
                "IPY_MODEL_19b7b81a5ce243e3a22904abf86ba2c7"
              ],
              "layout": "IPY_MODEL_c75db0b5e1e54b8ba0575566808461f5"
            }
          },
          "4eb2023aefd94bf78fdaf46f0ab4266e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2f1e5ac2c0f4497099e89d60a9611c00",
              "placeholder": "​",
              "style": "IPY_MODEL_4aea92cf78a44046a297be49b7810c46",
              "value": "Loading weights: 100%"
            }
          },
          "cb2127a747bf40d183072daa092b602a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0e6a7bd70b7d45d593a7192d71777a8d",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a2b273e92aa14b59ac8ded11376aabf4",
              "value": 101
            }
          },
          "19b7b81a5ce243e3a22904abf86ba2c7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2f76c9cfcb0f42918504fa294489495d",
              "placeholder": "​",
              "style": "IPY_MODEL_83de7734a5fe416ea3a0e817553bb0f1",
              "value": " 101/101 [00:00&lt;00:00, 2312.89it/s]"
            }
          },
          "c75db0b5e1e54b8ba0575566808461f5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2f1e5ac2c0f4497099e89d60a9611c00": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4aea92cf78a44046a297be49b7810c46": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0e6a7bd70b7d45d593a7192d71777a8d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a2b273e92aa14b59ac8ded11376aabf4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "2f76c9cfcb0f42918504fa294489495d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "83de7734a5fe416ea3a0e817553bb0f1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8bcde3822c344163bd432d7db88d5027": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d5091cb5447a4b0ca73a45f0cfd9a838",
                "IPY_MODEL_5a8a555d43a146859c3f5f7030d7f6e1",
                "IPY_MODEL_ad80c7a93c85472ca34f4904c29d6418"
              ],
              "layout": "IPY_MODEL_c39e90a4476a4baca64bc05354d06a68"
            }
          },
          "d5091cb5447a4b0ca73a45f0cfd9a838": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cd5ee24422414a40b73c548b9c465ea5",
              "placeholder": "​",
              "style": "IPY_MODEL_c17e8c2d5f394ad785355b0b321a851e",
              "value": "Writing model shards: 100%"
            }
          },
          "5a8a555d43a146859c3f5f7030d7f6e1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d98a3362d6974f3fbe2215075cf76490",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ed63b1b51b86468fbd4b45f78b62bdec",
              "value": 1
            }
          },
          "ad80c7a93c85472ca34f4904c29d6418": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c816c28feaf846db962224d50e057703",
              "placeholder": "​",
              "style": "IPY_MODEL_9a169f2d96f046f1907085ce2126e201",
              "value": " 1/1 [00:00&lt;00:00,  4.37it/s]"
            }
          },
          "c39e90a4476a4baca64bc05354d06a68": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cd5ee24422414a40b73c548b9c465ea5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c17e8c2d5f394ad785355b0b321a851e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d98a3362d6974f3fbe2215075cf76490": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ed63b1b51b86468fbd4b45f78b62bdec": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c816c28feaf846db962224d50e057703": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9a169f2d96f046f1907085ce2126e201": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "01ab90300c9d4323947295b246869b45": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b24bc4b7cc5a45509170516659b305d4",
                "IPY_MODEL_61af9aa4d4e443cda3ef5a5586dc7fb4",
                "IPY_MODEL_653a8812499149fcbbe09d5b94d34635"
              ],
              "layout": "IPY_MODEL_e61a429affd34540b141311a54f1a02a"
            }
          },
          "b24bc4b7cc5a45509170516659b305d4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ccfc5aca2c8d47fa9cb658afa21a7d9d",
              "placeholder": "​",
              "style": "IPY_MODEL_236e363f5ef64b7fb8eef06808301c80",
              "value": "Writing model shards: 100%"
            }
          },
          "61af9aa4d4e443cda3ef5a5586dc7fb4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e420c8f6b4474e2ba2db5090095dc148",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5fbe777f455e4dc796c00a8784fd48dd",
              "value": 1
            }
          },
          "653a8812499149fcbbe09d5b94d34635": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2525b7cafafc4c0b9a12ff245d4bb377",
              "placeholder": "​",
              "style": "IPY_MODEL_8aa2b745c4f946d691b5f5ab1abfdd8f",
              "value": " 1/1 [00:00&lt;00:00,  4.54it/s]"
            }
          },
          "e61a429affd34540b141311a54f1a02a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ccfc5aca2c8d47fa9cb658afa21a7d9d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "236e363f5ef64b7fb8eef06808301c80": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e420c8f6b4474e2ba2db5090095dc148": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5fbe777f455e4dc796c00a8784fd48dd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "2525b7cafafc4c0b9a12ff245d4bb377": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8aa2b745c4f946d691b5f5ab1abfdd8f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "dd2b6faa497e4321a9e5b324b6a291ce": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a6bbd1b152ef4712a6caa65423f9914e",
                "IPY_MODEL_c3b584d93b1e48e5b1c3ce86c424dfbc",
                "IPY_MODEL_a8841b3afce14a71a61a4a514ba6968a"
              ],
              "layout": "IPY_MODEL_cacc46eed0d54d88877b6c9aa93c6f94"
            }
          },
          "a6bbd1b152ef4712a6caa65423f9914e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2221e2bc9651485ab135ccac56591e3e",
              "placeholder": "​",
              "style": "IPY_MODEL_df9d195c3d3d41418bab56b33ff2e5f0",
              "value": "Writing model shards: 100%"
            }
          },
          "c3b584d93b1e48e5b1c3ce86c424dfbc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_bd1d5e23bcb54e39842586dbed6fd2e9",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_4d932f41cbf44fa5b7f1dca10bf29e20",
              "value": 1
            }
          },
          "a8841b3afce14a71a61a4a514ba6968a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3f5b3a4543c24d9187c89d69802e42f7",
              "placeholder": "​",
              "style": "IPY_MODEL_3706749fec514c0eb3db7a400fc101a5",
              "value": " 1/1 [00:00&lt;00:00,  4.42it/s]"
            }
          },
          "cacc46eed0d54d88877b6c9aa93c6f94": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2221e2bc9651485ab135ccac56591e3e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "df9d195c3d3d41418bab56b33ff2e5f0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "bd1d5e23bcb54e39842586dbed6fd2e9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4d932f41cbf44fa5b7f1dca10bf29e20": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "3f5b3a4543c24d9187c89d69802e42f7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3706749fec514c0eb3db7a400fc101a5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "878200cbeab64be89cfc803a0bcf4783": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_52b82ab8af014e288cf685b7f57e8c53",
                "IPY_MODEL_24487131fb174f898281f92602920899",
                "IPY_MODEL_9db0e566aea4432c925602ca3cd26f39"
              ],
              "layout": "IPY_MODEL_b98cf41f996e44be99f785e8d296e10d"
            }
          },
          "52b82ab8af014e288cf685b7f57e8c53": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5e080652f6534d4592c0871d4a3ab2e8",
              "placeholder": "​",
              "style": "IPY_MODEL_687cc5d902f449999d7ea6b056a9385a",
              "value": "Map: 100%"
            }
          },
          "24487131fb174f898281f92602920899": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fc1fc3ab47074cb58f9cbd88425d843a",
              "max": 800,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f3198900dca241b3a8b0319252a4323f",
              "value": 800
            }
          },
          "9db0e566aea4432c925602ca3cd26f39": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_695a6f066b9746bdba2cda7aea7bb6f2",
              "placeholder": "​",
              "style": "IPY_MODEL_08645557b5e2479f8e66f1c596559d91",
              "value": " 800/800 [00:00&lt;00:00, 4490.31 examples/s]"
            }
          },
          "b98cf41f996e44be99f785e8d296e10d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5e080652f6534d4592c0871d4a3ab2e8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "687cc5d902f449999d7ea6b056a9385a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fc1fc3ab47074cb58f9cbd88425d843a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f3198900dca241b3a8b0319252a4323f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "695a6f066b9746bdba2cda7aea7bb6f2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "08645557b5e2479f8e66f1c596559d91": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6f60b65c658b48238c28cc76d9fabb98": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_550c3f68f5d94c1299138949c3e9948e",
                "IPY_MODEL_015c5d490c8348b3851a81e4987ccc5a",
                "IPY_MODEL_4b497f0d75d247c9905a49d3b1d82a4c"
              ],
              "layout": "IPY_MODEL_768ebfc8521248ea96635051f00f9831"
            }
          },
          "550c3f68f5d94c1299138949c3e9948e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4004469b226445d0982cc6fb6e0db601",
              "placeholder": "​",
              "style": "IPY_MODEL_9e4ec9d6bdff4f6db3150e83a04506af",
              "value": "Map: 100%"
            }
          },
          "015c5d490c8348b3851a81e4987ccc5a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9dbbe74dcd7e434dbcf6595ad6ee4bc2",
              "max": 200,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_72d5de920aca4cd1b6a080196b1e5b8b",
              "value": 200
            }
          },
          "4b497f0d75d247c9905a49d3b1d82a4c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_24d8e786ade841b9a0c526fc65d052a7",
              "placeholder": "​",
              "style": "IPY_MODEL_83fec6157e3d4018abf89cb32bd1d4a9",
              "value": " 200/200 [00:00&lt;00:00, 2835.89 examples/s]"
            }
          },
          "768ebfc8521248ea96635051f00f9831": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4004469b226445d0982cc6fb6e0db601": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9e4ec9d6bdff4f6db3150e83a04506af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9dbbe74dcd7e434dbcf6595ad6ee4bc2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "72d5de920aca4cd1b6a080196b1e5b8b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "24d8e786ade841b9a0c526fc65d052a7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "83fec6157e3d4018abf89cb32bd1d4a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4344d99d349a4f8090a86d30788cb61b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_7ac59bc3b6334540a422b5d8004f03f1",
                "IPY_MODEL_61e28a3431ae42b299cdcaafdb6a6e96",
                "IPY_MODEL_05656516c29f4cbc99a2deda1e19f430"
              ],
              "layout": "IPY_MODEL_3f5ce5e093f742dcbef8d13f004eb710"
            }
          },
          "7ac59bc3b6334540a422b5d8004f03f1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_dfe42657a71742699ff7f381d8dbf18a",
              "placeholder": "​",
              "style": "IPY_MODEL_b42ba44fe3ed4f5798ac661916fcef74",
              "value": "Best trial: 1. Best value: 0.624359: 100%"
            }
          },
          "61e28a3431ae42b299cdcaafdb6a6e96": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_02115c6469084d98b1e78a27ba3c45cf",
              "max": 4,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a64f487e68d04ac8b5074643a820600b",
              "value": 4
            }
          },
          "05656516c29f4cbc99a2deda1e19f430": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5257e8af9808429ebb9d05e7433f83e8",
              "placeholder": "​",
              "style": "IPY_MODEL_67c09ffcfe364569ab9cfa92a1d7b831",
              "value": " 4/4 [01:32&lt;00:00, 22.77s/it]"
            }
          },
          "3f5ce5e093f742dcbef8d13f004eb710": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dfe42657a71742699ff7f381d8dbf18a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b42ba44fe3ed4f5798ac661916fcef74": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "02115c6469084d98b1e78a27ba3c45cf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a64f487e68d04ac8b5074643a820600b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5257e8af9808429ebb9d05e7433f83e8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "67c09ffcfe364569ab9cfa92a1d7b831": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4044eb82579a472dad7b31d13044f1ab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_26b47d6f445547df8e79d41d420221bb",
                "IPY_MODEL_567ceba1d5f749e2a7c2f7d5311375f8",
                "IPY_MODEL_5f5911144aac4f41b1ae99f347285227"
              ],
              "layout": "IPY_MODEL_f35b32c9364d44869a2ce8329f205f94"
            }
          },
          "26b47d6f445547df8e79d41d420221bb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_feaf8d720a7b4aaab75078afe1c826a3",
              "placeholder": "​",
              "style": "IPY_MODEL_ef0342a25dd348da972761f6bd2e99cb",
              "value": "Loading weights: 100%"
            }
          },
          "567ceba1d5f749e2a7c2f7d5311375f8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d57bbcba509449fc8e08beb2ff3e9ccd",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f995a6e79103446b84185eaf5854a636",
              "value": 101
            }
          },
          "5f5911144aac4f41b1ae99f347285227": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_06a36da7905d49bda4ccbd73f805a3f7",
              "placeholder": "​",
              "style": "IPY_MODEL_a22b55900ee14395af7da5d1f44eba75",
              "value": " 101/101 [00:00&lt;00:00, 2735.34it/s]"
            }
          },
          "f35b32c9364d44869a2ce8329f205f94": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "feaf8d720a7b4aaab75078afe1c826a3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef0342a25dd348da972761f6bd2e99cb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d57bbcba509449fc8e08beb2ff3e9ccd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f995a6e79103446b84185eaf5854a636": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "06a36da7905d49bda4ccbd73f805a3f7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a22b55900ee14395af7da5d1f44eba75": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "991c77618fe44c2ba7342e1b710126c4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d98f217a94904285be0760484d1ab347",
                "IPY_MODEL_ec52f6d4b09e4ff6977730840083a8d1",
                "IPY_MODEL_03d50bae532d442db180f9b49ebe31e4"
              ],
              "layout": "IPY_MODEL_a5c2c1e74fe24404b06decae9feef0d5"
            }
          },
          "d98f217a94904285be0760484d1ab347": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fcca1d36f169453196e8e939fd0b29b2",
              "placeholder": "​",
              "style": "IPY_MODEL_d4efd6f852ce4ee393251a9ce87aa386",
              "value": "Writing model shards: 100%"
            }
          },
          "ec52f6d4b09e4ff6977730840083a8d1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_03c612fe18b647f4bf2771d21198288c",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_c862ba1fb196488c823b500247943cb2",
              "value": 1
            }
          },
          "03d50bae532d442db180f9b49ebe31e4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_269025fc72eb48998e61cde4530675ce",
              "placeholder": "​",
              "style": "IPY_MODEL_83edd2993c8a4e6b9bdaeb0181ad98ca",
              "value": " 1/1 [00:00&lt;00:00,  4.66it/s]"
            }
          },
          "a5c2c1e74fe24404b06decae9feef0d5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fcca1d36f169453196e8e939fd0b29b2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d4efd6f852ce4ee393251a9ce87aa386": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "03c612fe18b647f4bf2771d21198288c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c862ba1fb196488c823b500247943cb2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "269025fc72eb48998e61cde4530675ce": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "83edd2993c8a4e6b9bdaeb0181ad98ca": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "db7e700f13654333a77f77f8104f45a3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f7ee1898fa274dab82a42ddf9f121349",
                "IPY_MODEL_7e93fbe1deee4383b6b0dd5c2406d8f5",
                "IPY_MODEL_10548dc65c3d4ed9820a1baa1c89367c"
              ],
              "layout": "IPY_MODEL_7805fa332376403f80ed84ffd53192ee"
            }
          },
          "f7ee1898fa274dab82a42ddf9f121349": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e1e129703d7a4a03a8b80e4ae2712aa3",
              "placeholder": "​",
              "style": "IPY_MODEL_6234495093bb465692e4f41ed6ee66b3",
              "value": "Writing model shards: 100%"
            }
          },
          "7e93fbe1deee4383b6b0dd5c2406d8f5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_336c0e302a8e44b1a8099c766a182382",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3c71c6106f7d480dafc3e6cd0d7905c3",
              "value": 1
            }
          },
          "10548dc65c3d4ed9820a1baa1c89367c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_81c9f61c824546fea10c6da5c96fb913",
              "placeholder": "​",
              "style": "IPY_MODEL_3b27933ee91348dd9cc2c54071b7ae6b",
              "value": " 1/1 [00:00&lt;00:00,  4.14it/s]"
            }
          },
          "7805fa332376403f80ed84ffd53192ee": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e1e129703d7a4a03a8b80e4ae2712aa3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6234495093bb465692e4f41ed6ee66b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "336c0e302a8e44b1a8099c766a182382": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3c71c6106f7d480dafc3e6cd0d7905c3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "81c9f61c824546fea10c6da5c96fb913": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3b27933ee91348dd9cc2c54071b7ae6b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d8d79d82172b4903a6e7b8896f30d07b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_222823412c4547018be3c5ee05c2bb65",
                "IPY_MODEL_9433fd64f5144dc79e6f751bd334a921",
                "IPY_MODEL_63c6ddf37fbe4eb382c3bd37996726f0"
              ],
              "layout": "IPY_MODEL_acdb354690054035b9f3d00dcf37438b"
            }
          },
          "222823412c4547018be3c5ee05c2bb65": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_abb1d0abba6745109ca65413e3b84692",
              "placeholder": "​",
              "style": "IPY_MODEL_9b3613c97a274f2db96fd2319e6758ab",
              "value": "Writing model shards: 100%"
            }
          },
          "9433fd64f5144dc79e6f751bd334a921": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b1b2743342644256a2f43193154a1977",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d1c93a22983d4064a4e3872cc3403556",
              "value": 1
            }
          },
          "63c6ddf37fbe4eb382c3bd37996726f0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6cb374cd15c44f1392d4b46cf205dd09",
              "placeholder": "​",
              "style": "IPY_MODEL_9d9ea02f48da4dec81762a6e0316c7bb",
              "value": " 1/1 [00:00&lt;00:00,  4.78it/s]"
            }
          },
          "acdb354690054035b9f3d00dcf37438b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "abb1d0abba6745109ca65413e3b84692": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9b3613c97a274f2db96fd2319e6758ab": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b1b2743342644256a2f43193154a1977": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d1c93a22983d4064a4e3872cc3403556": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6cb374cd15c44f1392d4b46cf205dd09": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9d9ea02f48da4dec81762a6e0316c7bb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5345d0a77a4a47a3944ffb4568747a01": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d10a3635681f4725aaddfd3c7649b5c4",
                "IPY_MODEL_dc87b8ad0f4342d5bc8b1320d0ab4c4b",
                "IPY_MODEL_5faae969acfd461b92dd974bb62ad207"
              ],
              "layout": "IPY_MODEL_953f5dfcf1524aac8ae346c5a51c1b3f"
            }
          },
          "d10a3635681f4725aaddfd3c7649b5c4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c700afe879554294bb341ee3f1114b8b",
              "placeholder": "​",
              "style": "IPY_MODEL_d4d38e1a5980446f8c7c3b48b0ee9424",
              "value": "Writing model shards: 100%"
            }
          },
          "dc87b8ad0f4342d5bc8b1320d0ab4c4b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_63c985b4a8064ca782483ab56b6e098a",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_49e1d683d3b2417d9e7a242f886b267b",
              "value": 1
            }
          },
          "5faae969acfd461b92dd974bb62ad207": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cf35918606e343aeb514dc4d79311bc6",
              "placeholder": "​",
              "style": "IPY_MODEL_9d0f319b3fc64c23ae34ad3676bbc83f",
              "value": " 1/1 [00:00&lt;00:00,  4.72it/s]"
            }
          },
          "953f5dfcf1524aac8ae346c5a51c1b3f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c700afe879554294bb341ee3f1114b8b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d4d38e1a5980446f8c7c3b48b0ee9424": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "63c985b4a8064ca782483ab56b6e098a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "49e1d683d3b2417d9e7a242f886b267b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "cf35918606e343aeb514dc4d79311bc6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9d0f319b3fc64c23ae34ad3676bbc83f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c996427dbbc048429c10d9cac9122f27": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_8eb44b68deb84e43bc7fe5dbb68c1c3d",
                "IPY_MODEL_b545b20b5a6a491c89f12ec617518744",
                "IPY_MODEL_1e1094cc7d284d8a811f78e4de136e30"
              ],
              "layout": "IPY_MODEL_000819a569704d3ea1b89d8187470e90"
            }
          },
          "8eb44b68deb84e43bc7fe5dbb68c1c3d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3c24dbcb313e45948cb1ff9d42fa6dcc",
              "placeholder": "​",
              "style": "IPY_MODEL_b01bb3b3d10242379d7f7aae4ecead95",
              "value": "Loading weights: 100%"
            }
          },
          "b545b20b5a6a491c89f12ec617518744": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_37a7ee7ecfa24c78b9d9fbc2bc22c07d",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_cf95db6837d34a6eb7d87183d95a6bb8",
              "value": 101
            }
          },
          "1e1094cc7d284d8a811f78e4de136e30": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_010b2bbe590e4611846abd3bb53e602b",
              "placeholder": "​",
              "style": "IPY_MODEL_86e3ea8fb13748b697ac5d093e209a3f",
              "value": " 101/101 [00:00&lt;00:00, 2429.67it/s]"
            }
          },
          "000819a569704d3ea1b89d8187470e90": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3c24dbcb313e45948cb1ff9d42fa6dcc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b01bb3b3d10242379d7f7aae4ecead95": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "37a7ee7ecfa24c78b9d9fbc2bc22c07d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cf95db6837d34a6eb7d87183d95a6bb8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "010b2bbe590e4611846abd3bb53e602b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "86e3ea8fb13748b697ac5d093e209a3f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6849bff218ab4dfdb2ffa96bca790ba8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f71d456928a540279838b5820ee3f351",
                "IPY_MODEL_ce9530d29be34f95b6b861736c71620c",
                "IPY_MODEL_a90de8d99a0043fda268475ab11c1ee7"
              ],
              "layout": "IPY_MODEL_3f385c170dc84a64ac9b716b715e7a92"
            }
          },
          "f71d456928a540279838b5820ee3f351": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f6105c92760642cd92b07b5ebb4eed74",
              "placeholder": "​",
              "style": "IPY_MODEL_9b1ddeee3647482c957d4fec7541e0ec",
              "value": "Writing model shards: 100%"
            }
          },
          "ce9530d29be34f95b6b861736c71620c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0aa96a2e8fa047e49e524594771ca67e",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ef90e848816d4c16b92b35d9863cb65c",
              "value": 1
            }
          },
          "a90de8d99a0043fda268475ab11c1ee7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8311191859cc4bbab0e6e6d109089b0d",
              "placeholder": "​",
              "style": "IPY_MODEL_a89f093c78544fc8b82a4f865ee56e46",
              "value": " 1/1 [00:00&lt;00:00,  4.69it/s]"
            }
          },
          "3f385c170dc84a64ac9b716b715e7a92": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f6105c92760642cd92b07b5ebb4eed74": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9b1ddeee3647482c957d4fec7541e0ec": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0aa96a2e8fa047e49e524594771ca67e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef90e848816d4c16b92b35d9863cb65c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "8311191859cc4bbab0e6e6d109089b0d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a89f093c78544fc8b82a4f865ee56e46": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d0c971c81f2547cbbc36e4d3f0cbd6bf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_25ce093c379a4694af7e473a60ef1679",
                "IPY_MODEL_0b7973b0b906462da919370f1ef91b64",
                "IPY_MODEL_ff91daddb83b43b49b12dd636afdd66f"
              ],
              "layout": "IPY_MODEL_b2d1a65d49eb42488645c96414dabd4c"
            }
          },
          "25ce093c379a4694af7e473a60ef1679": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_30eee63ce019494d993e95ed5ba22099",
              "placeholder": "​",
              "style": "IPY_MODEL_c5c9187a25ff45f49c567c56d93b7292",
              "value": "Writing model shards: 100%"
            }
          },
          "0b7973b0b906462da919370f1ef91b64": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3ccf2bcab9294807920d78676ec95776",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_7a28cbe4e6e44653973aa88e77b9e1d5",
              "value": 1
            }
          },
          "ff91daddb83b43b49b12dd636afdd66f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9079c900a8a64ec6b088e2d246f54f92",
              "placeholder": "​",
              "style": "IPY_MODEL_44b1149bc86c43a5960ab8ffab222ec0",
              "value": " 1/1 [00:00&lt;00:00,  4.76it/s]"
            }
          },
          "b2d1a65d49eb42488645c96414dabd4c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "30eee63ce019494d993e95ed5ba22099": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c5c9187a25ff45f49c567c56d93b7292": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3ccf2bcab9294807920d78676ec95776": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7a28cbe4e6e44653973aa88e77b9e1d5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9079c900a8a64ec6b088e2d246f54f92": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "44b1149bc86c43a5960ab8ffab222ec0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "770b2da071dd4c3bbbb8a26936d9e920": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_2ee4b71a71144d5eb957b1f5b823a3b7",
                "IPY_MODEL_bf7a55d253d94e63990bed5a591a7405",
                "IPY_MODEL_60a95b3daefe47bfac110e5f451b9e1d"
              ],
              "layout": "IPY_MODEL_b9cac211b958443fad9173fb99d422e6"
            }
          },
          "2ee4b71a71144d5eb957b1f5b823a3b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_17d7cda590c04a87a6512bcb09d7fab4",
              "placeholder": "​",
              "style": "IPY_MODEL_ed0893be3aac4f6585389a10bf27dd14",
              "value": "Writing model shards: 100%"
            }
          },
          "bf7a55d253d94e63990bed5a591a7405": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3c97f4474e5a4184b04dc12f4bc10bd7",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6dac305a2d0549eb83f2663da1a950b3",
              "value": 1
            }
          },
          "60a95b3daefe47bfac110e5f451b9e1d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_58451579ed4044f097ca9e67cba336ea",
              "placeholder": "​",
              "style": "IPY_MODEL_ec9fef6a474942e29171511fe1e7f8f8",
              "value": " 1/1 [00:00&lt;00:00,  4.71it/s]"
            }
          },
          "b9cac211b958443fad9173fb99d422e6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "17d7cda590c04a87a6512bcb09d7fab4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ed0893be3aac4f6585389a10bf27dd14": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3c97f4474e5a4184b04dc12f4bc10bd7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6dac305a2d0549eb83f2663da1a950b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "58451579ed4044f097ca9e67cba336ea": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ec9fef6a474942e29171511fe1e7f8f8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "60d79a1bb8444736a3aa709829e59077": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_29377fc68e3c40f68373856fb20ec8fe",
                "IPY_MODEL_b494880138a94852b7ba75eff52be7f3",
                "IPY_MODEL_d77434d1e1484768ad3129addc7be962"
              ],
              "layout": "IPY_MODEL_7a7033e5c9f64d5da42a72455900a317"
            }
          },
          "29377fc68e3c40f68373856fb20ec8fe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_dbaea9266beb4407a689c6d425bcbd01",
              "placeholder": "​",
              "style": "IPY_MODEL_0a5828e510354d9a89e9c37269fdc1fe",
              "value": "Writing model shards: 100%"
            }
          },
          "b494880138a94852b7ba75eff52be7f3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9780d469b5bb496f8bc9f1a96e89783c",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_e583ecde408944ac874ac498cc23d401",
              "value": 1
            }
          },
          "d77434d1e1484768ad3129addc7be962": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6d728ce4c5b44410813345f87e5c198f",
              "placeholder": "​",
              "style": "IPY_MODEL_b82b3394ed374187acaf9221994ef088",
              "value": " 1/1 [00:00&lt;00:00,  4.73it/s]"
            }
          },
          "7a7033e5c9f64d5da42a72455900a317": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dbaea9266beb4407a689c6d425bcbd01": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0a5828e510354d9a89e9c37269fdc1fe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9780d469b5bb496f8bc9f1a96e89783c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e583ecde408944ac874ac498cc23d401": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6d728ce4c5b44410813345f87e5c198f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b82b3394ed374187acaf9221994ef088": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "838677009b414bc8a0fa11b4ea314650": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f965a8f24e9e4e70896261be8d002af3",
                "IPY_MODEL_12906635ee0f4451a05de376296ad20e",
                "IPY_MODEL_3bc685aa8e34443983ee34dcf1fc4e79"
              ],
              "layout": "IPY_MODEL_9cb2cf770e624980a8dee923cc12d313"
            }
          },
          "f965a8f24e9e4e70896261be8d002af3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7799f0de8984438e854e97aa1fcf7ee3",
              "placeholder": "​",
              "style": "IPY_MODEL_d452aca1b6a842e9b0cbfa968ca43cc9",
              "value": "Writing model shards: 100%"
            }
          },
          "12906635ee0f4451a05de376296ad20e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_496c1e2046b04ad5b2d97d831dab1849",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_23dfb3c2c35d4456a20b1cdddf354af9",
              "value": 1
            }
          },
          "3bc685aa8e34443983ee34dcf1fc4e79": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_44360a5983c14016b5518c7a32d4f106",
              "placeholder": "​",
              "style": "IPY_MODEL_1052ffd7111945e58324f8017cefd224",
              "value": " 1/1 [00:00&lt;00:00,  4.54it/s]"
            }
          },
          "9cb2cf770e624980a8dee923cc12d313": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7799f0de8984438e854e97aa1fcf7ee3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d452aca1b6a842e9b0cbfa968ca43cc9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "496c1e2046b04ad5b2d97d831dab1849": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "23dfb3c2c35d4456a20b1cdddf354af9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "44360a5983c14016b5518c7a32d4f106": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1052ffd7111945e58324f8017cefd224": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ad14bd447cb844e1b49d5d4cbffb5886": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1361ca37db80401ea79c436292756d0c",
                "IPY_MODEL_d849876201e34836a67d9ed1eb67dd45",
                "IPY_MODEL_34b483da44ef43dd8bca99f53c30e1b7"
              ],
              "layout": "IPY_MODEL_f549a328cdd94583a72f2af36a5ac200"
            }
          },
          "1361ca37db80401ea79c436292756d0c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_263a3cba843644f086b1f0514394b09a",
              "placeholder": "​",
              "style": "IPY_MODEL_e405ce513d41489ea767d2ed0cd73b8c",
              "value": "Writing model shards: 100%"
            }
          },
          "d849876201e34836a67d9ed1eb67dd45": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4bd9f79039cf410585f93276c3f945e5",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_89b050b062de43df96e0ff306c56bfdd",
              "value": 1
            }
          },
          "34b483da44ef43dd8bca99f53c30e1b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3f4d75ba93494aaab7b38bce2216f0e3",
              "placeholder": "​",
              "style": "IPY_MODEL_82c5e563619746d7b04a378168c7403b",
              "value": " 1/1 [00:00&lt;00:00,  4.70it/s]"
            }
          },
          "f549a328cdd94583a72f2af36a5ac200": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "263a3cba843644f086b1f0514394b09a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e405ce513d41489ea767d2ed0cd73b8c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4bd9f79039cf410585f93276c3f945e5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "89b050b062de43df96e0ff306c56bfdd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "3f4d75ba93494aaab7b38bce2216f0e3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "82c5e563619746d7b04a378168c7403b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f3c3c3e52c264702af6e0161086e1b1b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_fc943813a7944a0c8eaf9cebf0c5d755",
                "IPY_MODEL_428586d187194c3b8d1948979c57bffa",
                "IPY_MODEL_c6515037b2ee4fe3abf1dad9b254634e"
              ],
              "layout": "IPY_MODEL_d05bc5f9be254261ba27643250013265"
            }
          },
          "fc943813a7944a0c8eaf9cebf0c5d755": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_94ccb5750bb541a7979dcd006748a99a",
              "placeholder": "​",
              "style": "IPY_MODEL_01e9a1888ec946e3af65c04bbaac0baa",
              "value": "Writing model shards: 100%"
            }
          },
          "428586d187194c3b8d1948979c57bffa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f3f2357202ac48cbba871f3dae22dc6b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_cc277918f72b4f8d8d9364ac97c320c9",
              "value": 1
            }
          },
          "c6515037b2ee4fe3abf1dad9b254634e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_67646d49c2fd41ff92034fb3b5d2f0ec",
              "placeholder": "​",
              "style": "IPY_MODEL_11f94562904a433abf2acacfbb927be1",
              "value": " 1/1 [00:00&lt;00:00,  4.32it/s]"
            }
          },
          "d05bc5f9be254261ba27643250013265": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "94ccb5750bb541a7979dcd006748a99a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "01e9a1888ec946e3af65c04bbaac0baa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f3f2357202ac48cbba871f3dae22dc6b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cc277918f72b4f8d8d9364ac97c320c9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "67646d49c2fd41ff92034fb3b5d2f0ec": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "11f94562904a433abf2acacfbb927be1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "34744b3abd314baeb42d933d219ba72a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a13262e6a4c6448aaa857af0e54f0063",
                "IPY_MODEL_ba0c7f7bba424e119e09085d76402dc7",
                "IPY_MODEL_a291a3dad8e7479ab5ccbb036e875771"
              ],
              "layout": "IPY_MODEL_6433a0e5d6444a0392405a45118f7648"
            }
          },
          "a13262e6a4c6448aaa857af0e54f0063": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a4a79cd3e36848ce8abd2c88b86860d1",
              "placeholder": "​",
              "style": "IPY_MODEL_dce7cdf9a5db4a11b3fec100d62e1bc6",
              "value": "Loading weights: 100%"
            }
          },
          "ba0c7f7bba424e119e09085d76402dc7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a8f30189816248649600c17b025f7f42",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2377b4a0adad4d48a1adea2dec6281a2",
              "value": 101
            }
          },
          "a291a3dad8e7479ab5ccbb036e875771": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ca4b219bdfce4ffda9a950a72ed8dce5",
              "placeholder": "​",
              "style": "IPY_MODEL_6768abdc346b4d09bb6a56a72d4799c3",
              "value": " 101/101 [00:00&lt;00:00, 2614.95it/s]"
            }
          },
          "6433a0e5d6444a0392405a45118f7648": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a4a79cd3e36848ce8abd2c88b86860d1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "dce7cdf9a5db4a11b3fec100d62e1bc6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a8f30189816248649600c17b025f7f42": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2377b4a0adad4d48a1adea2dec6281a2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "ca4b219bdfce4ffda9a950a72ed8dce5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6768abdc346b4d09bb6a56a72d4799c3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ae0fa58f35d1426886b275f371adbfe9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_95b4b4cdb9d14c7d83e09270bd2e5701",
                "IPY_MODEL_8d100d169632466a8dc1ce3bcf793ef9",
                "IPY_MODEL_83c463b6e5954917b994134c9ed9c748"
              ],
              "layout": "IPY_MODEL_b0890a5f939a429699e5e2983be0e93a"
            }
          },
          "95b4b4cdb9d14c7d83e09270bd2e5701": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9be5dbad42e14f7b842eae1a82c5ca12",
              "placeholder": "​",
              "style": "IPY_MODEL_a2f342ff876b4cbe8283f74eb1ed60e9",
              "value": "Writing model shards: 100%"
            }
          },
          "8d100d169632466a8dc1ce3bcf793ef9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f35dc535469e42f3840c122394f78964",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f95e4bc44e7f42b28de1bd2a0322067c",
              "value": 1
            }
          },
          "83c463b6e5954917b994134c9ed9c748": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a9c1906cac1f43f295e378fb7f2ab4e2",
              "placeholder": "​",
              "style": "IPY_MODEL_458a1f9429a94a4aabb8db61be6a1937",
              "value": " 1/1 [00:00&lt;00:00,  4.53it/s]"
            }
          },
          "b0890a5f939a429699e5e2983be0e93a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9be5dbad42e14f7b842eae1a82c5ca12": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a2f342ff876b4cbe8283f74eb1ed60e9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f35dc535469e42f3840c122394f78964": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f95e4bc44e7f42b28de1bd2a0322067c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a9c1906cac1f43f295e378fb7f2ab4e2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "458a1f9429a94a4aabb8db61be6a1937": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fd5774ae762541778641dee0e536b0a1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_9fabdc2eb18645e1a4a99d398b7e1d09",
                "IPY_MODEL_8f93ef693d4a474fab228a0ba1cf3045",
                "IPY_MODEL_427f13d1889248638cd1d05f31272ff6"
              ],
              "layout": "IPY_MODEL_b561e785bc7945ed8afbabf278fcde38"
            }
          },
          "9fabdc2eb18645e1a4a99d398b7e1d09": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4cf26065abbb4c7ab35f9f56d60183db",
              "placeholder": "​",
              "style": "IPY_MODEL_25f45f61d75242f780e4ef1c6b9fa10b",
              "value": "Writing model shards: 100%"
            }
          },
          "8f93ef693d4a474fab228a0ba1cf3045": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_89115bec70884275abe06c0a1584ef39",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0b1eaceea771457f9cfbf43b65c86ba3",
              "value": 1
            }
          },
          "427f13d1889248638cd1d05f31272ff6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d93d81512ec8441f8e4d4d587fc09974",
              "placeholder": "​",
              "style": "IPY_MODEL_bf8b55e3e1ca48e4a098ddf548b9de02",
              "value": " 1/1 [00:00&lt;00:00,  4.23it/s]"
            }
          },
          "b561e785bc7945ed8afbabf278fcde38": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4cf26065abbb4c7ab35f9f56d60183db": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "25f45f61d75242f780e4ef1c6b9fa10b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "89115bec70884275abe06c0a1584ef39": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0b1eaceea771457f9cfbf43b65c86ba3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d93d81512ec8441f8e4d4d587fc09974": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bf8b55e3e1ca48e4a098ddf548b9de02": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "7d2f93916a0d46c48eb1b4596d46f87c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d17e5976cf3d41fd803aea3ffdbc2b13",
                "IPY_MODEL_f911f83b9ad84cf58ba79f22ff0f810c",
                "IPY_MODEL_7937da5591814539b832dea19803eca2"
              ],
              "layout": "IPY_MODEL_a1dfc067b7444e4996ae6d6e72fa3b2a"
            }
          },
          "d17e5976cf3d41fd803aea3ffdbc2b13": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6e6609c0b4f441f08c18b3577bac558c",
              "placeholder": "​",
              "style": "IPY_MODEL_12f445b8f28e4ce3b88e12e6e7a6b8a3",
              "value": "Writing model shards: 100%"
            }
          },
          "f911f83b9ad84cf58ba79f22ff0f810c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_86e9b2156f6f453d8ae2895c15a4f304",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_07445e85948349cabd04b0dcbbfd0e9b",
              "value": 1
            }
          },
          "7937da5591814539b832dea19803eca2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_77a2b22d443c4804b4d120160d181f2d",
              "placeholder": "​",
              "style": "IPY_MODEL_4d0c6df568214699945f12a03c4a7674",
              "value": " 1/1 [00:00&lt;00:00,  4.60it/s]"
            }
          },
          "a1dfc067b7444e4996ae6d6e72fa3b2a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6e6609c0b4f441f08c18b3577bac558c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "12f445b8f28e4ce3b88e12e6e7a6b8a3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "86e9b2156f6f453d8ae2895c15a4f304": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "07445e85948349cabd04b0dcbbfd0e9b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "77a2b22d443c4804b4d120160d181f2d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4d0c6df568214699945f12a03c4a7674": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e560895c6ec64ae1aef70032b65190d6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_57989a8a799b43e69670f126ebd54aa9",
                "IPY_MODEL_e9fda2253dfc46b5b9874b2871a13839",
                "IPY_MODEL_1e8bd1aed0cb4fb1b42fa94008db7fea"
              ],
              "layout": "IPY_MODEL_88ef8109ee2e4e2cbc2b88c4ebb8bb9f"
            }
          },
          "57989a8a799b43e69670f126ebd54aa9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e1870b1316bd441bac1b14586b255255",
              "placeholder": "​",
              "style": "IPY_MODEL_c65a74fc04ce45f8ac2fd002818e525f",
              "value": "Writing model shards: 100%"
            }
          },
          "e9fda2253dfc46b5b9874b2871a13839": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2401bec5808d4acd8caaa1c0cb97fbc7",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_294db840907849f79af298d2cd2c2343",
              "value": 1
            }
          },
          "1e8bd1aed0cb4fb1b42fa94008db7fea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ca14b4920e144e91b4349568690a662a",
              "placeholder": "​",
              "style": "IPY_MODEL_cd10b667e323464f88e3da9ca3fdc3f6",
              "value": " 1/1 [00:00&lt;00:00,  4.57it/s]"
            }
          },
          "88ef8109ee2e4e2cbc2b88c4ebb8bb9f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e1870b1316bd441bac1b14586b255255": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c65a74fc04ce45f8ac2fd002818e525f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2401bec5808d4acd8caaa1c0cb97fbc7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "294db840907849f79af298d2cd2c2343": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "ca14b4920e144e91b4349568690a662a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cd10b667e323464f88e3da9ca3fdc3f6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "69133aaf8aee4ae19f83db9d4e3a2dd7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_3e9e7054b2014c4b9ba394bfb6b6dcdc",
                "IPY_MODEL_81a30c4d387e448180e364bf2063bb5e",
                "IPY_MODEL_3835e233862b4597aae1a3d002e55a2f"
              ],
              "layout": "IPY_MODEL_3b0007f5d6ae4d2ab552ae3eb4bc1710"
            }
          },
          "3e9e7054b2014c4b9ba394bfb6b6dcdc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d44903186dba4f1c90b8c44741eda218",
              "placeholder": "​",
              "style": "IPY_MODEL_e208d4a8b9d640dd98de87fe66db4fcc",
              "value": "Writing model shards: 100%"
            }
          },
          "81a30c4d387e448180e364bf2063bb5e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_42c9914b168b451a9ea1c584b3ce9a0d",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_004f9b6c8cdf422797c29093028b728c",
              "value": 1
            }
          },
          "3835e233862b4597aae1a3d002e55a2f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0c37ade4814649ba9e97693311b006f7",
              "placeholder": "​",
              "style": "IPY_MODEL_5227f30213024620a6d6e08da17941a9",
              "value": " 1/1 [00:00&lt;00:00,  4.52it/s]"
            }
          },
          "3b0007f5d6ae4d2ab552ae3eb4bc1710": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d44903186dba4f1c90b8c44741eda218": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e208d4a8b9d640dd98de87fe66db4fcc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "42c9914b168b451a9ea1c584b3ce9a0d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "004f9b6c8cdf422797c29093028b728c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0c37ade4814649ba9e97693311b006f7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5227f30213024620a6d6e08da17941a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e96ac25911a846039c872342163e5659": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_152485afbce24e66a357291828037f63",
                "IPY_MODEL_c7a092321db34733ad45eca6e11f6b47",
                "IPY_MODEL_49e382e57dd84fbfa877576ae863b6a4"
              ],
              "layout": "IPY_MODEL_2e94b312b3dc4766858158664810dc67"
            }
          },
          "152485afbce24e66a357291828037f63": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5da840ded565448483e3a06262f86b47",
              "placeholder": "​",
              "style": "IPY_MODEL_5d8b883c8dad4fa3926c7fcc4140d3ba",
              "value": "Writing model shards: 100%"
            }
          },
          "c7a092321db34733ad45eca6e11f6b47": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d117e2e8f7e146439dd2be3bc2579f70",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_488c59abff114316b9b12437cc1737af",
              "value": 1
            }
          },
          "49e382e57dd84fbfa877576ae863b6a4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4efb56fefd10441697f729181611df68",
              "placeholder": "​",
              "style": "IPY_MODEL_87dc1be505a14a1ba60d2f6c26ac5dc6",
              "value": " 1/1 [00:00&lt;00:00,  4.59it/s]"
            }
          },
          "2e94b312b3dc4766858158664810dc67": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5da840ded565448483e3a06262f86b47": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5d8b883c8dad4fa3926c7fcc4140d3ba": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d117e2e8f7e146439dd2be3bc2579f70": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "488c59abff114316b9b12437cc1737af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "4efb56fefd10441697f729181611df68": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "87dc1be505a14a1ba60d2f6c26ac5dc6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3944a1b6a7cb452baa7139d8aa57c285": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d8aef9533305422bb14ac05749f139ee",
                "IPY_MODEL_44847fd837a944cc904e43c40b003a2e",
                "IPY_MODEL_d16c471d0a9943988d6b4ecc8344caed"
              ],
              "layout": "IPY_MODEL_d8d70017762b40dea8b8e8e2fffc75c6"
            }
          },
          "d8aef9533305422bb14ac05749f139ee": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_217a5f72572743849866a4a626c409c7",
              "placeholder": "​",
              "style": "IPY_MODEL_8a2e95a596d14a97972a76ed2e0d3fe7",
              "value": "Writing model shards: 100%"
            }
          },
          "44847fd837a944cc904e43c40b003a2e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_26eff348ad784ac395ec8061f40fc784",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3468fe65f27e4ebd86975262c859adae",
              "value": 1
            }
          },
          "d16c471d0a9943988d6b4ecc8344caed": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ca5c4f9d5d4149778b6b614e2f029bff",
              "placeholder": "​",
              "style": "IPY_MODEL_5c0a8127c789487db005788ecce7886b",
              "value": " 1/1 [00:00&lt;00:00,  4.31it/s]"
            }
          },
          "d8d70017762b40dea8b8e8e2fffc75c6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "217a5f72572743849866a4a626c409c7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8a2e95a596d14a97972a76ed2e0d3fe7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "26eff348ad784ac395ec8061f40fc784": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3468fe65f27e4ebd86975262c859adae": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "ca5c4f9d5d4149778b6b614e2f029bff": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5c0a8127c789487db005788ecce7886b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8235691883a5481dbfa844d16f1260af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_262e1a72ded24a2eaf8b67982b8bf6b8",
                "IPY_MODEL_970421cf8a8d4e62a0ff569110742375",
                "IPY_MODEL_31abdbe5cf9d41aca66ae6beb1c6fc24"
              ],
              "layout": "IPY_MODEL_8493a6b03d8b4d599fd24413ba8bebfb"
            }
          },
          "262e1a72ded24a2eaf8b67982b8bf6b8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6f9f1194f62e48e980914e296b72ceed",
              "placeholder": "​",
              "style": "IPY_MODEL_6d41ec9dc65146f5b8da7a153415aab4",
              "value": "Loading weights: 100%"
            }
          },
          "970421cf8a8d4e62a0ff569110742375": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_846d594e7c734227ac5619b9febbce9d",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_add8c7c6166f46eb92361388df53e15f",
              "value": 101
            }
          },
          "31abdbe5cf9d41aca66ae6beb1c6fc24": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_697d96b249404a8089b8d70226d83d18",
              "placeholder": "​",
              "style": "IPY_MODEL_98e45662b5d341f1be3b76bdf774665b",
              "value": " 101/101 [00:00&lt;00:00, 2455.91it/s]"
            }
          },
          "8493a6b03d8b4d599fd24413ba8bebfb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f9f1194f62e48e980914e296b72ceed": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6d41ec9dc65146f5b8da7a153415aab4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "846d594e7c734227ac5619b9febbce9d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "add8c7c6166f46eb92361388df53e15f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "697d96b249404a8089b8d70226d83d18": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "98e45662b5d341f1be3b76bdf774665b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "049e9f3c65b94db4b81b6cb8698eea68": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d885a1decf244ba3b1ab588a3be4120b",
                "IPY_MODEL_0dfa5efc5e144654b1be9fe568881329",
                "IPY_MODEL_4b3b632cc6cf44efa93e2ea25d3a15ad"
              ],
              "layout": "IPY_MODEL_90d1de0145f443cd8ef441504092f0ae"
            }
          },
          "d885a1decf244ba3b1ab588a3be4120b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0237a8219d424b7daef880421704f50d",
              "placeholder": "​",
              "style": "IPY_MODEL_74fceb9445ec4a26ae575e50efe403ef",
              "value": "Writing model shards: 100%"
            }
          },
          "0dfa5efc5e144654b1be9fe568881329": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_dfed4be0c46f4e2cb85d704a9dccb8bf",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_c432da66a7654e6c8addd2009bd223d6",
              "value": 1
            }
          },
          "4b3b632cc6cf44efa93e2ea25d3a15ad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7a864ec7c91c4709bef8a3b5f84dae6b",
              "placeholder": "​",
              "style": "IPY_MODEL_37391cda680646bf9f25844f9791cea4",
              "value": " 1/1 [00:00&lt;00:00,  4.63it/s]"
            }
          },
          "90d1de0145f443cd8ef441504092f0ae": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0237a8219d424b7daef880421704f50d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "74fceb9445ec4a26ae575e50efe403ef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "dfed4be0c46f4e2cb85d704a9dccb8bf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c432da66a7654e6c8addd2009bd223d6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "7a864ec7c91c4709bef8a3b5f84dae6b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "37391cda680646bf9f25844f9791cea4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2086e6f7c53d4e71ab1e728caf907bc2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d4d218d975d04f12852940129ed61c5c",
                "IPY_MODEL_823269225f0148fea5d95fb3143b1b44",
                "IPY_MODEL_6811a26481754c43af50eb9a229df14c"
              ],
              "layout": "IPY_MODEL_66277bfaba40467bb91731b28a8e267e"
            }
          },
          "d4d218d975d04f12852940129ed61c5c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5dbc13c67c82424d813bed3ba416266c",
              "placeholder": "​",
              "style": "IPY_MODEL_ba82dc0aedff4fe4a18b9862aae3b9c1",
              "value": "Writing model shards: 100%"
            }
          },
          "823269225f0148fea5d95fb3143b1b44": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_88ddbd41e77448d48160ce136354bd5d",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d81759f0b5fd412482ebcb959aff10d6",
              "value": 1
            }
          },
          "6811a26481754c43af50eb9a229df14c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e5108375edc14e3e8219c5e308131d6b",
              "placeholder": "​",
              "style": "IPY_MODEL_a9d5cc1dfb87419fbd58e132660c640f",
              "value": " 1/1 [00:00&lt;00:00,  4.51it/s]"
            }
          },
          "66277bfaba40467bb91731b28a8e267e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5dbc13c67c82424d813bed3ba416266c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ba82dc0aedff4fe4a18b9862aae3b9c1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "88ddbd41e77448d48160ce136354bd5d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d81759f0b5fd412482ebcb959aff10d6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e5108375edc14e3e8219c5e308131d6b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a9d5cc1dfb87419fbd58e132660c640f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1fe7c8f5bb154c1d9694e390c9ac1aff": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ed80ec98f2694e2f8f1446bc92cdeabe",
                "IPY_MODEL_adab0c2b45de427f99f917f9904c13cf",
                "IPY_MODEL_b7455ebc61f74aad87a0770345486409"
              ],
              "layout": "IPY_MODEL_c7cfe025cc4747e99fafa66dc3b45215"
            }
          },
          "ed80ec98f2694e2f8f1446bc92cdeabe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_216ea4c1782845a8b4186bd198fb9c90",
              "placeholder": "​",
              "style": "IPY_MODEL_598365df86f54f5696956021b09541b4",
              "value": "Writing model shards: 100%"
            }
          },
          "adab0c2b45de427f99f917f9904c13cf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0ef09792f9d04262859331e9ea2270dc",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_e78626b2f5d84498b913b71752c56169",
              "value": 1
            }
          },
          "b7455ebc61f74aad87a0770345486409": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9a22c7937c674b34941fdd797aa38bf2",
              "placeholder": "​",
              "style": "IPY_MODEL_cf9a941d9ac7475190c9804c04fe53b1",
              "value": " 1/1 [00:00&lt;00:00,  4.59it/s]"
            }
          },
          "c7cfe025cc4747e99fafa66dc3b45215": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "216ea4c1782845a8b4186bd198fb9c90": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "598365df86f54f5696956021b09541b4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0ef09792f9d04262859331e9ea2270dc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e78626b2f5d84498b913b71752c56169": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9a22c7937c674b34941fdd797aa38bf2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cf9a941d9ac7475190c9804c04fe53b1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2b8f8b1616e64e559927c6fda06c1f08": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_0f8dcf2e74bb4b4aa94fde254e028386",
                "IPY_MODEL_cffabf46c798463e81e0e52deb1d7eaf",
                "IPY_MODEL_70ee17a479c240bea8214460d5c63bea"
              ],
              "layout": "IPY_MODEL_e20e0a3d6ef84a62a5e06ccc9c09ab0f"
            }
          },
          "0f8dcf2e74bb4b4aa94fde254e028386": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c249c29c4f454e7bb805106924893ac3",
              "placeholder": "​",
              "style": "IPY_MODEL_9032d5ad87e048e8978316d05ab7463f",
              "value": "Writing model shards: 100%"
            }
          },
          "cffabf46c798463e81e0e52deb1d7eaf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c6a705f3603a44e3a1b59a9e7ecd43a8",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_52b90b17ee9e4e1a9d449087b5ed58ec",
              "value": 1
            }
          },
          "70ee17a479c240bea8214460d5c63bea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6d4decdd1eed4c308752ac4b1c130c51",
              "placeholder": "​",
              "style": "IPY_MODEL_686ef5b04e8b4119bfd68ed006e8327f",
              "value": " 1/1 [00:00&lt;00:00,  4.60it/s]"
            }
          },
          "e20e0a3d6ef84a62a5e06ccc9c09ab0f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c249c29c4f454e7bb805106924893ac3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9032d5ad87e048e8978316d05ab7463f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c6a705f3603a44e3a1b59a9e7ecd43a8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "52b90b17ee9e4e1a9d449087b5ed58ec": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6d4decdd1eed4c308752ac4b1c130c51": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "686ef5b04e8b4119bfd68ed006e8327f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1bd337fc0ca549d6bc5f16c6cd512c8a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_69c9893717b446789404c02a9673c98a",
                "IPY_MODEL_9f09d5ded28d4d6c86747381a641043b",
                "IPY_MODEL_c0824e104e0f46ba828e0f6d5a60eae3"
              ],
              "layout": "IPY_MODEL_6009558debbc41f688af63de4f383b2d"
            }
          },
          "69c9893717b446789404c02a9673c98a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f944c988ef17460691f08e76203fde05",
              "placeholder": "​",
              "style": "IPY_MODEL_2f448ccfa2b44cde8aec003c9a45f53c",
              "value": "Loading weights: 100%"
            }
          },
          "9f09d5ded28d4d6c86747381a641043b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_04425ff30a7e4e26b32ee38703bdcb2b",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3fbcfd8c802a4572ab2779729b2827a9",
              "value": 101
            }
          },
          "c0824e104e0f46ba828e0f6d5a60eae3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_27ad456a4faf4e509d31f0e0513d3d79",
              "placeholder": "​",
              "style": "IPY_MODEL_482d1e98060447e7ad8275891342771a",
              "value": " 101/101 [00:00&lt;00:00, 2629.53it/s]"
            }
          },
          "6009558debbc41f688af63de4f383b2d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f944c988ef17460691f08e76203fde05": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2f448ccfa2b44cde8aec003c9a45f53c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "04425ff30a7e4e26b32ee38703bdcb2b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3fbcfd8c802a4572ab2779729b2827a9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "27ad456a4faf4e509d31f0e0513d3d79": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "482d1e98060447e7ad8275891342771a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6e00aaee10ab41b4abfc71ed7ff025a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a589a5d2937b44719363658fdda5bfb5",
                "IPY_MODEL_b56b15f49679467b983749d59de6b091",
                "IPY_MODEL_e8eba229e2bb47c1b29d71b3701acc5d"
              ],
              "layout": "IPY_MODEL_9c2fbc3f4c6e45848dce4f951d731bfe"
            }
          },
          "a589a5d2937b44719363658fdda5bfb5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f25dea53618f4135ba4b071be7743c93",
              "placeholder": "​",
              "style": "IPY_MODEL_29fb14fa74e84cb8bafe241b8ceb6064",
              "value": "Writing model shards: 100%"
            }
          },
          "b56b15f49679467b983749d59de6b091": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6886cdeb1bb04866a1a0f70776df7921",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_bab6231b029f42db8f7addfbca8006c5",
              "value": 1
            }
          },
          "e8eba229e2bb47c1b29d71b3701acc5d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_da47574030594a1cb61a9b68545ea369",
              "placeholder": "​",
              "style": "IPY_MODEL_f97dda863b384e9788ad8c9459617b19",
              "value": " 1/1 [00:00&lt;00:00,  4.40it/s]"
            }
          },
          "9c2fbc3f4c6e45848dce4f951d731bfe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f25dea53618f4135ba4b071be7743c93": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "29fb14fa74e84cb8bafe241b8ceb6064": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6886cdeb1bb04866a1a0f70776df7921": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bab6231b029f42db8f7addfbca8006c5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "da47574030594a1cb61a9b68545ea369": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f97dda863b384e9788ad8c9459617b19": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0dbcc8d6858f43b0ba4becb61f4f4043": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_21bcb6e54dd2423b89da009ee0025fe5",
                "IPY_MODEL_0073d0fcef9844eaafe6b26df69da204",
                "IPY_MODEL_aedf3e61937d4e5d93ae8bab03d372b3"
              ],
              "layout": "IPY_MODEL_7c48d464feae4767bee04afa24919d2d"
            }
          },
          "21bcb6e54dd2423b89da009ee0025fe5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9d0f63a8fd4a4cd8900334bb317a4edb",
              "placeholder": "​",
              "style": "IPY_MODEL_68b27a0feecc4191b23431152d36e9eb",
              "value": "Writing model shards: 100%"
            }
          },
          "0073d0fcef9844eaafe6b26df69da204": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4e337dc0d5354e8987f95969d9badb8f",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_64eb79a44a3e400490ebecf72b986d78",
              "value": 1
            }
          },
          "aedf3e61937d4e5d93ae8bab03d372b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6ddebc1664e842dd99fca4f527134d4b",
              "placeholder": "​",
              "style": "IPY_MODEL_b904017bda76442d969f78d011792e1e",
              "value": " 1/1 [00:00&lt;00:00,  4.54it/s]"
            }
          },
          "7c48d464feae4767bee04afa24919d2d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9d0f63a8fd4a4cd8900334bb317a4edb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "68b27a0feecc4191b23431152d36e9eb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4e337dc0d5354e8987f95969d9badb8f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "64eb79a44a3e400490ebecf72b986d78": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6ddebc1664e842dd99fca4f527134d4b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b904017bda76442d969f78d011792e1e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "27a5f53ef15d4d5bb4d85317e47fa1b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b61518a1fc6844b58642dff8d28b6c9d",
                "IPY_MODEL_5a4a758d30944f7eb45b121f422d1cfc",
                "IPY_MODEL_b62ca17595e546cb924c84a9f3229b88"
              ],
              "layout": "IPY_MODEL_accbd74f36014549a666d15c7e6e64c8"
            }
          },
          "b61518a1fc6844b58642dff8d28b6c9d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6f47366345cc47bdaf58561badd039e9",
              "placeholder": "​",
              "style": "IPY_MODEL_223e2c5788634b468d2116ff2cd898af",
              "value": "Writing model shards: 100%"
            }
          },
          "5a4a758d30944f7eb45b121f422d1cfc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a3dac1a93dfe4ba7bf9bf357aeb9a936",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_3ca364fbb95f414cb6c58e2d57bebdf8",
              "value": 1
            }
          },
          "b62ca17595e546cb924c84a9f3229b88": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5016358085b14359842fd8b79085cf1f",
              "placeholder": "​",
              "style": "IPY_MODEL_25db2dedd4554c84a30c7afed62f92ed",
              "value": " 1/1 [00:00&lt;00:00,  4.70it/s]"
            }
          },
          "accbd74f36014549a666d15c7e6e64c8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6f47366345cc47bdaf58561badd039e9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "223e2c5788634b468d2116ff2cd898af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a3dac1a93dfe4ba7bf9bf357aeb9a936": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3ca364fbb95f414cb6c58e2d57bebdf8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5016358085b14359842fd8b79085cf1f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "25db2dedd4554c84a30c7afed62f92ed": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "29643278b6ee4286a558aa2898c77041": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_dcc87b0faebb4a5fb846e72b82076373",
                "IPY_MODEL_d410e494131f4f02804bac7f1f749c25",
                "IPY_MODEL_b162f4be81fa4008bff0de90d81159c8"
              ],
              "layout": "IPY_MODEL_c085432f20874a32ba86a95b0774d58c"
            }
          },
          "dcc87b0faebb4a5fb846e72b82076373": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_632d4fb55aa4417dbc7172c719d94fa2",
              "placeholder": "​",
              "style": "IPY_MODEL_c79b89b11fa2495abc5af7eea399a37d",
              "value": "Writing model shards: 100%"
            }
          },
          "d410e494131f4f02804bac7f1f749c25": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_20900e4f11d94cd9a04e4ffbce5e0929",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_26a707acab0b4a9da67e11bd07dd57e8",
              "value": 1
            }
          },
          "b162f4be81fa4008bff0de90d81159c8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b8e8162e80454beb98ed6bb75057d9fd",
              "placeholder": "​",
              "style": "IPY_MODEL_370a80167e7d425bb599e59896df0f2c",
              "value": " 1/1 [00:00&lt;00:00,  4.42it/s]"
            }
          },
          "c085432f20874a32ba86a95b0774d58c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "632d4fb55aa4417dbc7172c719d94fa2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c79b89b11fa2495abc5af7eea399a37d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "20900e4f11d94cd9a04e4ffbce5e0929": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "26a707acab0b4a9da67e11bd07dd57e8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b8e8162e80454beb98ed6bb75057d9fd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "370a80167e7d425bb599e59896df0f2c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a1d34c14fd364aa5886611676abf3b4e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_cb3753e6d936499caf6bbdedef416795",
                "IPY_MODEL_32791c2bc4624de69b413c9b8793a068",
                "IPY_MODEL_34bda0666ff1420393e31f54ca32fea3"
              ],
              "layout": "IPY_MODEL_c106d0b18f2447daa990599c5c11704d"
            }
          },
          "cb3753e6d936499caf6bbdedef416795": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6a325a4c3f8c4a8ba76baa4339777a29",
              "placeholder": "​",
              "style": "IPY_MODEL_822fe892f0df4be484659d7fee8add1a",
              "value": "Writing model shards: 100%"
            }
          },
          "32791c2bc4624de69b413c9b8793a068": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c6dc03ec6d34491881edf488428ce1c0",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_00b668c8df894d529c17310b7780214c",
              "value": 1
            }
          },
          "34bda0666ff1420393e31f54ca32fea3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_201e291010a549829f82a301308ebd3b",
              "placeholder": "​",
              "style": "IPY_MODEL_ed4032a92d4d4e57a0c07297e18b57e9",
              "value": " 1/1 [00:00&lt;00:00,  3.14it/s]"
            }
          },
          "c106d0b18f2447daa990599c5c11704d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6a325a4c3f8c4a8ba76baa4339777a29": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "822fe892f0df4be484659d7fee8add1a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c6dc03ec6d34491881edf488428ce1c0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "00b668c8df894d529c17310b7780214c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "201e291010a549829f82a301308ebd3b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ed4032a92d4d4e57a0c07297e18b57e9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "eb3de66210764ae69e8641bb3eea2419": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f51ebfb20da643b283114ce87f716939",
                "IPY_MODEL_738e74a338f345019a1c478f2cd6149e",
                "IPY_MODEL_9e455e8b8024444c8a99e82f60a04dcb"
              ],
              "layout": "IPY_MODEL_f220c21ec562418998932df6c9e5c41b"
            }
          },
          "f51ebfb20da643b283114ce87f716939": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_eab81fa40fe349939ded526d240861d9",
              "placeholder": "​",
              "style": "IPY_MODEL_0217736d8ab645e8951c97cf67a59c68",
              "value": "Writing model shards: 100%"
            }
          },
          "738e74a338f345019a1c478f2cd6149e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6257c1539abd4b5d8092b9073b3e446b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0466055dae6c403aab9b30b711ae3357",
              "value": 1
            }
          },
          "9e455e8b8024444c8a99e82f60a04dcb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9fb30ad4327245f9b02b5044ac2ec08f",
              "placeholder": "​",
              "style": "IPY_MODEL_075aaaf9d3084f42a20ea7d5a3712a3b",
              "value": " 1/1 [00:00&lt;00:00,  4.67it/s]"
            }
          },
          "f220c21ec562418998932df6c9e5c41b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "eab81fa40fe349939ded526d240861d9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0217736d8ab645e8951c97cf67a59c68": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6257c1539abd4b5d8092b9073b3e446b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0466055dae6c403aab9b30b711ae3357": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "9fb30ad4327245f9b02b5044ac2ec08f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "075aaaf9d3084f42a20ea7d5a3712a3b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d61acc9b7c12477fb9e03d337f55e681": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_08a2f0e066ff4ee3adc2888247c8b5da",
                "IPY_MODEL_11ecc2e471094a30afbee474b0442122",
                "IPY_MODEL_8e2dc633dd4f4d59a62fb3da880334c7"
              ],
              "layout": "IPY_MODEL_de47a94efcb44bfab52717b097c07207"
            }
          },
          "08a2f0e066ff4ee3adc2888247c8b5da": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7cf5572f40b34d938853cb9cbcdd567d",
              "placeholder": "​",
              "style": "IPY_MODEL_d294c58be65b461d9751b244798e13a6",
              "value": "Writing model shards: 100%"
            }
          },
          "11ecc2e471094a30afbee474b0442122": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8e706391c6934abe886c182fa7e0bae9",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d8b693b62e21485181f74d53217e41d9",
              "value": 1
            }
          },
          "8e2dc633dd4f4d59a62fb3da880334c7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8fdc2c153d724a62b0484a2e94c01ad8",
              "placeholder": "​",
              "style": "IPY_MODEL_3e1703b2a5fb47c38322e2103afcb64b",
              "value": " 1/1 [00:00&lt;00:00,  4.65it/s]"
            }
          },
          "de47a94efcb44bfab52717b097c07207": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7cf5572f40b34d938853cb9cbcdd567d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d294c58be65b461d9751b244798e13a6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8e706391c6934abe886c182fa7e0bae9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d8b693b62e21485181f74d53217e41d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "8fdc2c153d724a62b0484a2e94c01ad8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3e1703b2a5fb47c38322e2103afcb64b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "176a35374d3b48ec82a264c7e12fd393": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ed84ee88722b4678812783edb9b92199",
                "IPY_MODEL_908207572cac4a0fb989525415672807",
                "IPY_MODEL_6bd2788742634b48b0e11ba550269cca"
              ],
              "layout": "IPY_MODEL_77d1be084b23411fae3a152c5cd99c1e"
            }
          },
          "ed84ee88722b4678812783edb9b92199": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0a3c513f68674575ab7905f4f5ebc7e6",
              "placeholder": "​",
              "style": "IPY_MODEL_7c17a5ba1f364d4191661054bbbaa013",
              "value": "Map: 100%"
            }
          },
          "908207572cac4a0fb989525415672807": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d611897e37214e0a9e74e9c62ac6f720",
              "max": 800,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_bc458223f6f54719aab0e0cc2971878a",
              "value": 800
            }
          },
          "6bd2788742634b48b0e11ba550269cca": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0398a2d297f341548b52f8f77d3c39eb",
              "placeholder": "​",
              "style": "IPY_MODEL_0f56dc8d923e4f39866f7324cf92ec67",
              "value": " 800/800 [00:00&lt;00:00, 4360.97 examples/s]"
            }
          },
          "77d1be084b23411fae3a152c5cd99c1e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0a3c513f68674575ab7905f4f5ebc7e6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7c17a5ba1f364d4191661054bbbaa013": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d611897e37214e0a9e74e9c62ac6f720": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bc458223f6f54719aab0e0cc2971878a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0398a2d297f341548b52f8f77d3c39eb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0f56dc8d923e4f39866f7324cf92ec67": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ab6eb3e6c55c499cba8718cf22343aef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ae0c0ebbca6245cf90f2b7249667cf94",
                "IPY_MODEL_366f6d99735841fba2162e6f230b72b7",
                "IPY_MODEL_c6008003872e49fc997e5263fa7a64bd"
              ],
              "layout": "IPY_MODEL_eeaf74363e1f492a9d07b2889049f1d9"
            }
          },
          "ae0c0ebbca6245cf90f2b7249667cf94": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_74efbb3bd8774edca57615cf0df70e84",
              "placeholder": "​",
              "style": "IPY_MODEL_237441c5d4224d8d9bd20758666854da",
              "value": "Map: 100%"
            }
          },
          "366f6d99735841fba2162e6f230b72b7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_091816dd8c4142298db23af19b755568",
              "max": 200,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_c3bc40b27e69494daf617631e6b63adc",
              "value": 200
            }
          },
          "c6008003872e49fc997e5263fa7a64bd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_baf12c3079894356936a1b134d713879",
              "placeholder": "​",
              "style": "IPY_MODEL_95231518c63c4874a85e7fbda3aef2f7",
              "value": " 200/200 [00:00&lt;00:00, 2799.99 examples/s]"
            }
          },
          "eeaf74363e1f492a9d07b2889049f1d9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "74efbb3bd8774edca57615cf0df70e84": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "237441c5d4224d8d9bd20758666854da": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "091816dd8c4142298db23af19b755568": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c3bc40b27e69494daf617631e6b63adc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "baf12c3079894356936a1b134d713879": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "95231518c63c4874a85e7fbda3aef2f7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3c87f803fb014932987f766cfb7cf50c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f1efef9e50164ee7ab3903d0a6e67aea",
                "IPY_MODEL_596f6fa16360481aaa39505ddb858c7b",
                "IPY_MODEL_88cb544e03f64d2a979f25d92bb4bc03"
              ],
              "layout": "IPY_MODEL_1bebafb9194d44f6a8a2282e31269fb2"
            }
          },
          "f1efef9e50164ee7ab3903d0a6e67aea": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_37f1e145a665415e83693f65f3e0db43",
              "placeholder": "​",
              "style": "IPY_MODEL_2d6739f52c9e47afa8d7cae23fa0a707",
              "value": "Best trial: 3. Best value: 0.662238: 100%"
            }
          },
          "596f6fa16360481aaa39505ddb858c7b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9cd470a6b67f4979a9a551e90eb5394b",
              "max": 4,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_91275e52d15c438db41ce5126699aef1",
              "value": 4
            }
          },
          "88cb544e03f64d2a979f25d92bb4bc03": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8686f8a16db34ec7859e9df78a7992fe",
              "placeholder": "​",
              "style": "IPY_MODEL_5a2f489ce68a4a7ab5a8d734d3304ea0",
              "value": " 4/4 [01:16&lt;00:00, 19.85s/it]"
            }
          },
          "1bebafb9194d44f6a8a2282e31269fb2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "37f1e145a665415e83693f65f3e0db43": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2d6739f52c9e47afa8d7cae23fa0a707": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9cd470a6b67f4979a9a551e90eb5394b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "91275e52d15c438db41ce5126699aef1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "8686f8a16db34ec7859e9df78a7992fe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5a2f489ce68a4a7ab5a8d734d3304ea0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b301673a333a4cc48b3b2abb6fb7b9ad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_13417cdca0ab42648670201842a2bcd0",
                "IPY_MODEL_2c34e81229f34b47a361dddc70166d64",
                "IPY_MODEL_22481043ef324541bbff1e59a3e0eeb7"
              ],
              "layout": "IPY_MODEL_bf6fb22d52324fe98933a1f4e3242fd1"
            }
          },
          "13417cdca0ab42648670201842a2bcd0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0431593c65c748c596c27acd869b9d99",
              "placeholder": "​",
              "style": "IPY_MODEL_af44fde9aced4447ac71a7770d19f713",
              "value": "Loading weights: 100%"
            }
          },
          "2c34e81229f34b47a361dddc70166d64": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_eaece650c768416ca9a80edb3770fd8c",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_b6bc1367236a44bbac4e711b6ba79e6b",
              "value": 101
            }
          },
          "22481043ef324541bbff1e59a3e0eeb7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6e639dc1fdaf435eab6664853d671520",
              "placeholder": "​",
              "style": "IPY_MODEL_e03d24015c8c4d1996bd9a97a0676bd7",
              "value": " 101/101 [00:00&lt;00:00, 2396.32it/s]"
            }
          },
          "bf6fb22d52324fe98933a1f4e3242fd1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0431593c65c748c596c27acd869b9d99": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "af44fde9aced4447ac71a7770d19f713": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "eaece650c768416ca9a80edb3770fd8c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b6bc1367236a44bbac4e711b6ba79e6b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "6e639dc1fdaf435eab6664853d671520": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e03d24015c8c4d1996bd9a97a0676bd7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a83cd77b288a481999b088378286509f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1e06a954b67149e99fce53aa92a69147",
                "IPY_MODEL_bcb347addd2e47d5b030be92949490e2",
                "IPY_MODEL_2e9143062fe048719d8fc8256bce2cf1"
              ],
              "layout": "IPY_MODEL_d776d75117944ba5a29aa1560ce1b75b"
            }
          },
          "1e06a954b67149e99fce53aa92a69147": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ad4c5da680204db282b5ce8001d5b8cc",
              "placeholder": "​",
              "style": "IPY_MODEL_15bd1c31145142a49aabae921241a8d2",
              "value": "Writing model shards: 100%"
            }
          },
          "bcb347addd2e47d5b030be92949490e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_953abcd921a94a099f9bc2ed6728d450",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_60dad88d78df46afad516fd987bc68f9",
              "value": 1
            }
          },
          "2e9143062fe048719d8fc8256bce2cf1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a4bfb7219871446e8a3c6f089e227bca",
              "placeholder": "​",
              "style": "IPY_MODEL_46c8d48f9d0a4a2d80ca133813f138c7",
              "value": " 1/1 [00:00&lt;00:00,  4.75it/s]"
            }
          },
          "d776d75117944ba5a29aa1560ce1b75b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ad4c5da680204db282b5ce8001d5b8cc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "15bd1c31145142a49aabae921241a8d2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "953abcd921a94a099f9bc2ed6728d450": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "60dad88d78df46afad516fd987bc68f9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a4bfb7219871446e8a3c6f089e227bca": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "46c8d48f9d0a4a2d80ca133813f138c7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6c78ba7ddee740078cf4143db35f25a2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_3b9b6c3a41a04e97889adf9ea0c42ee8",
                "IPY_MODEL_127f76cac0124ba1aff3cbdebfc76de7",
                "IPY_MODEL_7ac876b20e1f4dbc8e6c25833076ea32"
              ],
              "layout": "IPY_MODEL_eed9766fa42b4022a6ad13cc27f27647"
            }
          },
          "3b9b6c3a41a04e97889adf9ea0c42ee8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7d01ff937e0e4fe58f2bdc594f73f610",
              "placeholder": "​",
              "style": "IPY_MODEL_df26fffbd3194823920c66f437c323ff",
              "value": "Writing model shards: 100%"
            }
          },
          "127f76cac0124ba1aff3cbdebfc76de7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_94786a8ff3bd47dd90f08caa40ded155",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_89bbd1d465344301b3d3b853206a37cf",
              "value": 1
            }
          },
          "7ac876b20e1f4dbc8e6c25833076ea32": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5de708cf37d74c298aa3e70cb1c42716",
              "placeholder": "​",
              "style": "IPY_MODEL_e8b2c1515e6f4afdaab003b2d8c0eb2c",
              "value": " 1/1 [00:00&lt;00:00,  4.73it/s]"
            }
          },
          "eed9766fa42b4022a6ad13cc27f27647": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7d01ff937e0e4fe58f2bdc594f73f610": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "df26fffbd3194823920c66f437c323ff": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "94786a8ff3bd47dd90f08caa40ded155": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "89bbd1d465344301b3d3b853206a37cf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5de708cf37d74c298aa3e70cb1c42716": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e8b2c1515e6f4afdaab003b2d8c0eb2c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "cc4681156d1540eba531415d8b18288f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_5eb2f763dae74bd2aade8bef13291bbc",
                "IPY_MODEL_fb28a70272944126b69fbae7d9be383c",
                "IPY_MODEL_d12cb0b299274df188958da8c605b388"
              ],
              "layout": "IPY_MODEL_cdae1939e6f54431bdcaf78f714828d4"
            }
          },
          "5eb2f763dae74bd2aade8bef13291bbc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_cd599c639fd54c1a974c8af688cbd444",
              "placeholder": "​",
              "style": "IPY_MODEL_fc798448c45d47a0b53e40951e98d4f4",
              "value": "Writing model shards: 100%"
            }
          },
          "fb28a70272944126b69fbae7d9be383c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0bf63539f976412f9c6764e137799a2f",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2a73571110ba4abcb276646e355ce81c",
              "value": 1
            }
          },
          "d12cb0b299274df188958da8c605b388": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_395493aa82e04b569fee2865a9438ab4",
              "placeholder": "​",
              "style": "IPY_MODEL_fa571c6354eb434f83e4776a9411be21",
              "value": " 1/1 [00:00&lt;00:00,  4.70it/s]"
            }
          },
          "cdae1939e6f54431bdcaf78f714828d4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cd599c639fd54c1a974c8af688cbd444": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fc798448c45d47a0b53e40951e98d4f4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0bf63539f976412f9c6764e137799a2f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2a73571110ba4abcb276646e355ce81c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "395493aa82e04b569fee2865a9438ab4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fa571c6354eb434f83e4776a9411be21": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e6e8975d619e49228f7778f0004fc4f9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_dbfd57189cc049ea8bc7bad555448746",
                "IPY_MODEL_325b9afd8a71495c9d0e07c7c66a5e83",
                "IPY_MODEL_24c476f8fd1f4cffb44d93a06796222a"
              ],
              "layout": "IPY_MODEL_d47336852f8c42fe906789e5ec352a73"
            }
          },
          "dbfd57189cc049ea8bc7bad555448746": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_537473181cbf4d8b98290f99894242f9",
              "placeholder": "​",
              "style": "IPY_MODEL_4b03896115394b23b56613d3aba2f0bb",
              "value": "Writing model shards: 100%"
            }
          },
          "325b9afd8a71495c9d0e07c7c66a5e83": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9843e072684746059f95ecf9c1086526",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_91f3eb01e17746309dd24320dacb2edc",
              "value": 1
            }
          },
          "24c476f8fd1f4cffb44d93a06796222a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_672959ae447c4918a3d322287b677779",
              "placeholder": "​",
              "style": "IPY_MODEL_ef2bc1276c714796812eb5ced637ea0f",
              "value": " 1/1 [00:00&lt;00:00,  4.73it/s]"
            }
          },
          "d47336852f8c42fe906789e5ec352a73": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "537473181cbf4d8b98290f99894242f9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4b03896115394b23b56613d3aba2f0bb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9843e072684746059f95ecf9c1086526": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "91f3eb01e17746309dd24320dacb2edc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "672959ae447c4918a3d322287b677779": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ef2bc1276c714796812eb5ced637ea0f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "34fa8c948fdb41bebc9a622e20d5f62a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_95d8a6988ae249a98ad60213df8e4404",
                "IPY_MODEL_efc51c05aa9747f88fb93bd4181dc4eb",
                "IPY_MODEL_2a6b54a220984bf4bdf36daf8db0d8bf"
              ],
              "layout": "IPY_MODEL_87d15ae995c34d358a5210f5e3fbcbdf"
            }
          },
          "95d8a6988ae249a98ad60213df8e4404": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6dda52ef7e2d45b3b7162296089fd4e2",
              "placeholder": "​",
              "style": "IPY_MODEL_1b9b0c2fd9d24e7fb376d1e0c4c256cc",
              "value": "Writing model shards: 100%"
            }
          },
          "efc51c05aa9747f88fb93bd4181dc4eb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_04f2a3838c0742519c3059179c773c89",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_228290746bcd416797864e1be5e6df3e",
              "value": 1
            }
          },
          "2a6b54a220984bf4bdf36daf8db0d8bf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4d37a6023d574170a20c873f29904e27",
              "placeholder": "​",
              "style": "IPY_MODEL_f003ef8675474641b914eb1293f98cc0",
              "value": " 1/1 [00:00&lt;00:00,  4.72it/s]"
            }
          },
          "87d15ae995c34d358a5210f5e3fbcbdf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6dda52ef7e2d45b3b7162296089fd4e2": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1b9b0c2fd9d24e7fb376d1e0c4c256cc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "04f2a3838c0742519c3059179c773c89": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "228290746bcd416797864e1be5e6df3e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "4d37a6023d574170a20c873f29904e27": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f003ef8675474641b914eb1293f98cc0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "cf2bcbdbc3e843be9b5ee992284eaa72": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f6a00ccd0e454555aae168432af173f7",
                "IPY_MODEL_4a493e81a64143abb2f6d3a9e45d5001",
                "IPY_MODEL_88df79cf8f4943798fa56229ddc58344"
              ],
              "layout": "IPY_MODEL_334286fcd203407c9408b5b7ba3481d3"
            }
          },
          "f6a00ccd0e454555aae168432af173f7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0bfbfef0d700445d8740e116688fb0cd",
              "placeholder": "​",
              "style": "IPY_MODEL_71d0ba91bdc44a269f35d24e643b4de9",
              "value": "Loading weights: 100%"
            }
          },
          "4a493e81a64143abb2f6d3a9e45d5001": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e787fea7648b4521970d540cd2b9b8fb",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d31f8ebcb5014b9cae84ef295e0ebae5",
              "value": 101
            }
          },
          "88df79cf8f4943798fa56229ddc58344": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b414a6d6147c4f6d8e6da96033296f62",
              "placeholder": "​",
              "style": "IPY_MODEL_32e8f57bd5c94104aae4fd72979a674a",
              "value": " 101/101 [00:00&lt;00:00, 2367.41it/s]"
            }
          },
          "334286fcd203407c9408b5b7ba3481d3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0bfbfef0d700445d8740e116688fb0cd": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "71d0ba91bdc44a269f35d24e643b4de9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e787fea7648b4521970d540cd2b9b8fb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d31f8ebcb5014b9cae84ef295e0ebae5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b414a6d6147c4f6d8e6da96033296f62": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "32e8f57bd5c94104aae4fd72979a674a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "083d475821334389bd0f1bbae69abc1d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f10774d8121a4291a15c4e6a82a6314e",
                "IPY_MODEL_25ec0f30bd4c4775bb6185cd2abe89d7",
                "IPY_MODEL_6f632c4bba3b4a258ff22f31a36ad98c"
              ],
              "layout": "IPY_MODEL_e49bd0329aea4a85aa876d3c7ff760d0"
            }
          },
          "f10774d8121a4291a15c4e6a82a6314e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fe233997051842eeb1f3dd88b5df2dd6",
              "placeholder": "​",
              "style": "IPY_MODEL_b7c6930139f74e788b0be57773926036",
              "value": "Writing model shards: 100%"
            }
          },
          "25ec0f30bd4c4775bb6185cd2abe89d7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7c8855c78a504b6f9dc5ab1d4046b842",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_09fee86320274f79b776561eecde44ac",
              "value": 1
            }
          },
          "6f632c4bba3b4a258ff22f31a36ad98c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5501fd97d8b84640a37cffc0e2e5374e",
              "placeholder": "​",
              "style": "IPY_MODEL_58a45b1054c94aa49d18c6a66f4d7dad",
              "value": " 1/1 [00:00&lt;00:00,  4.49it/s]"
            }
          },
          "e49bd0329aea4a85aa876d3c7ff760d0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fe233997051842eeb1f3dd88b5df2dd6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b7c6930139f74e788b0be57773926036": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "7c8855c78a504b6f9dc5ab1d4046b842": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "09fee86320274f79b776561eecde44ac": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5501fd97d8b84640a37cffc0e2e5374e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "58a45b1054c94aa49d18c6a66f4d7dad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a71c396bb3d3474595bd2e7677362188": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_757a7141d8d84caa9d14b428c23a2381",
                "IPY_MODEL_d3085baa278b4802a3cae06875bbd8de",
                "IPY_MODEL_e7ab0e41b90344f5abcd640f576a471a"
              ],
              "layout": "IPY_MODEL_3bcb1eb994334de6805d71c4ad33ea1d"
            }
          },
          "757a7141d8d84caa9d14b428c23a2381": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9e1efbf053f147a7a0e1f07189175ba3",
              "placeholder": "​",
              "style": "IPY_MODEL_70bd6c1642d34837b511686e35320f0b",
              "value": "Writing model shards: 100%"
            }
          },
          "d3085baa278b4802a3cae06875bbd8de": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f5dfd37fbd6642ea9992bc15140fbf4e",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5becf0bc134f49bdb2bf88b606ce3600",
              "value": 1
            }
          },
          "e7ab0e41b90344f5abcd640f576a471a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_190785b2a31f4fdbbdb1c561a29f6946",
              "placeholder": "​",
              "style": "IPY_MODEL_4262a9899c694ba39460f09fc99c7b79",
              "value": " 1/1 [00:00&lt;00:00,  4.69it/s]"
            }
          },
          "3bcb1eb994334de6805d71c4ad33ea1d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9e1efbf053f147a7a0e1f07189175ba3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "70bd6c1642d34837b511686e35320f0b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f5dfd37fbd6642ea9992bc15140fbf4e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5becf0bc134f49bdb2bf88b606ce3600": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "190785b2a31f4fdbbdb1c561a29f6946": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4262a9899c694ba39460f09fc99c7b79": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "957cd2eab4c44f89b6bafe0a8f7fb41e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e72cd743fadf4a51bc2ab50f1104ab3e",
                "IPY_MODEL_e7f12fc1ea68405dbc034907d70df81b",
                "IPY_MODEL_748ae8ad9d0143ea8885d930bda7b7c6"
              ],
              "layout": "IPY_MODEL_a2dac417ccc94a5aaaf89ca094b12e1b"
            }
          },
          "e72cd743fadf4a51bc2ab50f1104ab3e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a62e18c78931470baa45ff7757717a66",
              "placeholder": "​",
              "style": "IPY_MODEL_da93264fcea2406a8174e59c5f924de0",
              "value": "Writing model shards: 100%"
            }
          },
          "e7f12fc1ea68405dbc034907d70df81b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2a9da930d63d447fb4e25eca8916d585",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_849c0eba3bc24508a96f1d870ddfcaf8",
              "value": 1
            }
          },
          "748ae8ad9d0143ea8885d930bda7b7c6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e211f4273923426aad1909d1f72455d3",
              "placeholder": "​",
              "style": "IPY_MODEL_5539078a324b4d72b9e30973be215630",
              "value": " 1/1 [00:00&lt;00:00,  4.61it/s]"
            }
          },
          "a2dac417ccc94a5aaaf89ca094b12e1b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a62e18c78931470baa45ff7757717a66": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "da93264fcea2406a8174e59c5f924de0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2a9da930d63d447fb4e25eca8916d585": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "849c0eba3bc24508a96f1d870ddfcaf8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e211f4273923426aad1909d1f72455d3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5539078a324b4d72b9e30973be215630": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6e6c5f6903a040079e04f74fa3c7da67": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_9f7c193f295b417fbfa0bb776e10fdd8",
                "IPY_MODEL_46c83ebb2dc843d1b0d2629cc2162e98",
                "IPY_MODEL_98aeadb2e4df400c944acd91bf8ecc9a"
              ],
              "layout": "IPY_MODEL_6f98c791665948e2850ffc82632e6ab9"
            }
          },
          "9f7c193f295b417fbfa0bb776e10fdd8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_55c114400f034eb5865289e33d173650",
              "placeholder": "​",
              "style": "IPY_MODEL_82e9b7d26bd74fa781831bea91cba410",
              "value": "Writing model shards: 100%"
            }
          },
          "46c83ebb2dc843d1b0d2629cc2162e98": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0713b8aca34148568b28b8fa3ba3bc5d",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f81b7ca038a14d43818b018a4f0ae2d4",
              "value": 1
            }
          },
          "98aeadb2e4df400c944acd91bf8ecc9a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3ade5a8c469742518cf926d55f86d326",
              "placeholder": "​",
              "style": "IPY_MODEL_90e0735729444e36a6cb1150f8373e1e",
              "value": " 1/1 [00:00&lt;00:00,  4.27it/s]"
            }
          },
          "6f98c791665948e2850ffc82632e6ab9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "55c114400f034eb5865289e33d173650": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "82e9b7d26bd74fa781831bea91cba410": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0713b8aca34148568b28b8fa3ba3bc5d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f81b7ca038a14d43818b018a4f0ae2d4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "3ade5a8c469742518cf926d55f86d326": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "90e0735729444e36a6cb1150f8373e1e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c40322b5222d43f1a4aebb7bb5732e6d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_2fd24f9e2eaa450582f47f29e394741b",
                "IPY_MODEL_fc9763bcc6ca4ba6989dd1deabebb910",
                "IPY_MODEL_9558705b864e4bc58d648efd6a45604e"
              ],
              "layout": "IPY_MODEL_cf6c19519e1c4f6a9fdfcd44ab4d6908"
            }
          },
          "2fd24f9e2eaa450582f47f29e394741b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b5eca38acddf414a906171c5eb91d4ba",
              "placeholder": "​",
              "style": "IPY_MODEL_492851a4034848e1bcb0ea4a665eda7d",
              "value": "Loading weights: 100%"
            }
          },
          "fc9763bcc6ca4ba6989dd1deabebb910": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b1d3cbfa00a4410fbbeda303bf3c9cbc",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_49295702832845f69dd154e728025e64",
              "value": 101
            }
          },
          "9558705b864e4bc58d648efd6a45604e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c64915d4786247deb899e26c38f5e684",
              "placeholder": "​",
              "style": "IPY_MODEL_bf3068cf819d40a7b59877dca77620da",
              "value": " 101/101 [00:00&lt;00:00, 2403.94it/s]"
            }
          },
          "cf6c19519e1c4f6a9fdfcd44ab4d6908": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b5eca38acddf414a906171c5eb91d4ba": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "492851a4034848e1bcb0ea4a665eda7d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b1d3cbfa00a4410fbbeda303bf3c9cbc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "49295702832845f69dd154e728025e64": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c64915d4786247deb899e26c38f5e684": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "bf3068cf819d40a7b59877dca77620da": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ec398f1edaea40e68a3a6e6ae5c4d158": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_47740d6b7e224f6bafe4b2591ddab919",
                "IPY_MODEL_6532da38634d44e89fb26404cd7f6fe5",
                "IPY_MODEL_53f989d97a2647a5ac57ad461d883ad0"
              ],
              "layout": "IPY_MODEL_67bbbeb687814617bbb26a3bd2b5ecb3"
            }
          },
          "47740d6b7e224f6bafe4b2591ddab919": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1ee6e91a7bb54acd83520a0fe4d67e02",
              "placeholder": "​",
              "style": "IPY_MODEL_09ed1a6b5aa249c68710abc03903737a",
              "value": "Writing model shards: 100%"
            }
          },
          "6532da38634d44e89fb26404cd7f6fe5": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0755c658048a4c669c74d43c4148909c",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5275586817e647bab98ed8a4a57a2f75",
              "value": 1
            }
          },
          "53f989d97a2647a5ac57ad461d883ad0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a82f799e4a40451b88c873fcf92bb070",
              "placeholder": "​",
              "style": "IPY_MODEL_465cb20a7b5b4c3380129ac5d9323da1",
              "value": " 1/1 [00:00&lt;00:00,  4.58it/s]"
            }
          },
          "67bbbeb687814617bbb26a3bd2b5ecb3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1ee6e91a7bb54acd83520a0fe4d67e02": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "09ed1a6b5aa249c68710abc03903737a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0755c658048a4c669c74d43c4148909c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5275586817e647bab98ed8a4a57a2f75": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a82f799e4a40451b88c873fcf92bb070": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "465cb20a7b5b4c3380129ac5d9323da1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "14c5e83fce4445158330d7f372f393e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_cfaadc6d5b46434c9784acb9027088e6",
                "IPY_MODEL_c6e237a64fb849a29b2f1ce66269d3f3",
                "IPY_MODEL_293f18b6685f48cbaaf676a5f96e0d71"
              ],
              "layout": "IPY_MODEL_0be8046c92f14a6899c97b5d7eb14517"
            }
          },
          "cfaadc6d5b46434c9784acb9027088e6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d10c8b61bde049429bb7a40d53ddbab0",
              "placeholder": "​",
              "style": "IPY_MODEL_197574260abe4cb6a276f7c297ad2f66",
              "value": "Writing model shards: 100%"
            }
          },
          "c6e237a64fb849a29b2f1ce66269d3f3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_531932c9c87341129dc2a5b493802f0b",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_1af7de9ebcc942b88071357485bcf6c9",
              "value": 1
            }
          },
          "293f18b6685f48cbaaf676a5f96e0d71": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e512cc9310bc49c1aa44eb889a198022",
              "placeholder": "​",
              "style": "IPY_MODEL_2ce6504c33b24f1d86f7c3d69ede1a56",
              "value": " 1/1 [00:00&lt;00:00,  4.67it/s]"
            }
          },
          "0be8046c92f14a6899c97b5d7eb14517": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d10c8b61bde049429bb7a40d53ddbab0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "197574260abe4cb6a276f7c297ad2f66": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "531932c9c87341129dc2a5b493802f0b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1af7de9ebcc942b88071357485bcf6c9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e512cc9310bc49c1aa44eb889a198022": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2ce6504c33b24f1d86f7c3d69ede1a56": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "47bce30fb64e4e87b833314aa3fd3941": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_ca9a3f2cca8a440783b72903233745e3",
                "IPY_MODEL_03a6d3d146ee420caa516f9e60f84d55",
                "IPY_MODEL_b69e9abc42eb469dafa1ad8e645677f4"
              ],
              "layout": "IPY_MODEL_221d7be59f7946ec95671931f85c5be6"
            }
          },
          "ca9a3f2cca8a440783b72903233745e3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_2e81cad8a13640229ffdbdd4f0dfc499",
              "placeholder": "​",
              "style": "IPY_MODEL_7f2c61b27d134e0c8b8b23c8f2362057",
              "value": "Writing model shards: 100%"
            }
          },
          "03a6d3d146ee420caa516f9e60f84d55": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4d9f99e234274e9c82b04cef4a169e14",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d669ed50d42f4a2c8ec67fc99c330483",
              "value": 1
            }
          },
          "b69e9abc42eb469dafa1ad8e645677f4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_16d86be0acca429d8fac4c89cb2799db",
              "placeholder": "​",
              "style": "IPY_MODEL_736e47efe13f442b95c7afd3ca1d83b9",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "221d7be59f7946ec95671931f85c5be6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2e81cad8a13640229ffdbdd4f0dfc499": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7f2c61b27d134e0c8b8b23c8f2362057": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4d9f99e234274e9c82b04cef4a169e14": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d669ed50d42f4a2c8ec67fc99c330483": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "16d86be0acca429d8fac4c89cb2799db": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "736e47efe13f442b95c7afd3ca1d83b9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "93917fb1d2f8448085cd68b0d94077d2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_773dc245103540d9b91796e9fe75ae74",
                "IPY_MODEL_b5e6db2d01d044e587aefb9c958e8fad",
                "IPY_MODEL_8c5a2f5a82764b4f8ce437d4ac1bfa48"
              ],
              "layout": "IPY_MODEL_250ebc6f402f41d6ad59c995c8a04b03"
            }
          },
          "773dc245103540d9b91796e9fe75ae74": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_49e6b623cd3a4c35a5f63022e230f43d",
              "placeholder": "​",
              "style": "IPY_MODEL_883189d1bee44ca28487b105f559e2f2",
              "value": "Loading weights: 100%"
            }
          },
          "b5e6db2d01d044e587aefb9c958e8fad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ead7a002c9de46d0987b0561e5981458",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_db603e9602d34bcb8055c6a94bebdf88",
              "value": 101
            }
          },
          "8c5a2f5a82764b4f8ce437d4ac1bfa48": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_901f3174ff864050bc736fd33a9aa9c3",
              "placeholder": "​",
              "style": "IPY_MODEL_46f79dd365304db190a5c90e87e3559b",
              "value": " 101/101 [00:00&lt;00:00, 2440.66it/s]"
            }
          },
          "250ebc6f402f41d6ad59c995c8a04b03": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "49e6b623cd3a4c35a5f63022e230f43d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "883189d1bee44ca28487b105f559e2f2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ead7a002c9de46d0987b0561e5981458": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "db603e9602d34bcb8055c6a94bebdf88": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "901f3174ff864050bc736fd33a9aa9c3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "46f79dd365304db190a5c90e87e3559b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8b29521de69143b0b27c46e8b2e192de": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_cf2e7820a1f5482c8d966244a5300ec4",
                "IPY_MODEL_c9173c92dd1f485f83b60d5656af6521",
                "IPY_MODEL_f33f9e755dfb4724968d3b6a9a1c9ef8"
              ],
              "layout": "IPY_MODEL_0adcf075f8e546fb9d844ed29c67e759"
            }
          },
          "cf2e7820a1f5482c8d966244a5300ec4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e2f8f0a041fd4f8dbb546a13e80cafb3",
              "placeholder": "​",
              "style": "IPY_MODEL_31c5025930db4ab9a208c16f3a2641ec",
              "value": "Writing model shards: 100%"
            }
          },
          "c9173c92dd1f485f83b60d5656af6521": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_83b401f2c67742948c6245786f552cdb",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_9b7f9e066ecc4fa4ad65b7d53ab3e308",
              "value": 1
            }
          },
          "f33f9e755dfb4724968d3b6a9a1c9ef8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_26adc673d52f40258dea900c0907d8ca",
              "placeholder": "​",
              "style": "IPY_MODEL_033c00330fcf43f68f27d1a5d7e3ee7a",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "0adcf075f8e546fb9d844ed29c67e759": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e2f8f0a041fd4f8dbb546a13e80cafb3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "31c5025930db4ab9a208c16f3a2641ec": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "83b401f2c67742948c6245786f552cdb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9b7f9e066ecc4fa4ad65b7d53ab3e308": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "26adc673d52f40258dea900c0907d8ca": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "033c00330fcf43f68f27d1a5d7e3ee7a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "36a93d4fb1fc49839f2e94087ac27895": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_bfe35223d0aa482ca26dd16fd9ed7955",
                "IPY_MODEL_38345fe6c95848c1a150a649f6d6e320",
                "IPY_MODEL_83f745d493c242a69fac5e39fa66ad92"
              ],
              "layout": "IPY_MODEL_2fa65dae707146e5ab1d4f8789db5d7b"
            }
          },
          "bfe35223d0aa482ca26dd16fd9ed7955": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0513e19b9abd4148a6c5f2c8ce1c58b0",
              "placeholder": "​",
              "style": "IPY_MODEL_6984c43209134469b886c6ceb091f995",
              "value": "Writing model shards: 100%"
            }
          },
          "38345fe6c95848c1a150a649f6d6e320": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1ae7d1222c46409abd641a688d8fd614",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_24c510ae11ad4f8caed86e85395ae4db",
              "value": 1
            }
          },
          "83f745d493c242a69fac5e39fa66ad92": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_478ccf74d9e04a7d82cce6e5e14297a8",
              "placeholder": "​",
              "style": "IPY_MODEL_d80471983e0a4e24a39d7972555379b3",
              "value": " 1/1 [00:00&lt;00:00,  4.32it/s]"
            }
          },
          "2fa65dae707146e5ab1d4f8789db5d7b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0513e19b9abd4148a6c5f2c8ce1c58b0": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6984c43209134469b886c6ceb091f995": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1ae7d1222c46409abd641a688d8fd614": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "24c510ae11ad4f8caed86e85395ae4db": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "478ccf74d9e04a7d82cce6e5e14297a8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d80471983e0a4e24a39d7972555379b3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0c51230d54c5448ea71bd70e7afe25f2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_66a2b2cea1e54cf68887798c5ff7552b",
                "IPY_MODEL_b2a99c4ce31c476c854c189cbfa0429e",
                "IPY_MODEL_e9358d69472743608ed4eeabee250c9f"
              ],
              "layout": "IPY_MODEL_ab284f06695c4f4f9171fd3689d2da48"
            }
          },
          "66a2b2cea1e54cf68887798c5ff7552b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d407c3026685494fac8354cd73f8fe04",
              "placeholder": "​",
              "style": "IPY_MODEL_39549dd8a8ba4140b417c7fac39accad",
              "value": "Writing model shards: 100%"
            }
          },
          "b2a99c4ce31c476c854c189cbfa0429e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_30f5bc5e713c415b846d219cbed81cd7",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0658b66f1d9e43768e2c896ae471a717",
              "value": 1
            }
          },
          "e9358d69472743608ed4eeabee250c9f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5a0d1705e281486ca5644019c39c6778",
              "placeholder": "​",
              "style": "IPY_MODEL_b56563e1b8224e22b9a97f93673505df",
              "value": " 1/1 [00:00&lt;00:00,  4.63it/s]"
            }
          },
          "ab284f06695c4f4f9171fd3689d2da48": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d407c3026685494fac8354cd73f8fe04": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "39549dd8a8ba4140b417c7fac39accad": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "30f5bc5e713c415b846d219cbed81cd7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0658b66f1d9e43768e2c896ae471a717": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5a0d1705e281486ca5644019c39c6778": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b56563e1b8224e22b9a97f93673505df": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4de09efed83f4595a86614e6eefc4eef": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_903e11eaeea54a6cb4b1f23c34bfef02",
                "IPY_MODEL_d5d57d59a2d14717b5ca9008381e9d26",
                "IPY_MODEL_808b3b054bb44b40bb901256093bc164"
              ],
              "layout": "IPY_MODEL_1e8fb02ed3f64291855c5287a8bb3deb"
            }
          },
          "903e11eaeea54a6cb4b1f23c34bfef02": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6fb36ab3e2394c0297a77fddf3973cbe",
              "placeholder": "​",
              "style": "IPY_MODEL_a263761ca9b342dd9e6bc102ed682842",
              "value": "Writing model shards: 100%"
            }
          },
          "d5d57d59a2d14717b5ca9008381e9d26": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6b65119b8d6b4d5993843c39d3dbffc1",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ddb0db722cab43eebe629848e6cc06f6",
              "value": 1
            }
          },
          "808b3b054bb44b40bb901256093bc164": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b845d6c55ea8464eba7d9221d2b6bd6a",
              "placeholder": "​",
              "style": "IPY_MODEL_22a8b2b657cf4a2092be0ec012576bde",
              "value": " 1/1 [00:00&lt;00:00,  4.49it/s]"
            }
          },
          "1e8fb02ed3f64291855c5287a8bb3deb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6fb36ab3e2394c0297a77fddf3973cbe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a263761ca9b342dd9e6bc102ed682842": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "6b65119b8d6b4d5993843c39d3dbffc1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ddb0db722cab43eebe629848e6cc06f6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b845d6c55ea8464eba7d9221d2b6bd6a": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "22a8b2b657cf4a2092be0ec012576bde": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5adcc906fa504ff89055a6cf84ed109a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_b2301e83720d4af1bef544021b38a6b4",
                "IPY_MODEL_632cc305a5c44b30944053dacd77e4fa",
                "IPY_MODEL_7a3e2484fe3d4f4db280817a72f633e3"
              ],
              "layout": "IPY_MODEL_4af1ef64d29846d699225a1b2aa08ddf"
            }
          },
          "b2301e83720d4af1bef544021b38a6b4": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_12d7430ade8942f1951fe7a3b09a05cc",
              "placeholder": "​",
              "style": "IPY_MODEL_9a7b63b244934ffcb1143052ac80d664",
              "value": "Writing model shards: 100%"
            }
          },
          "632cc305a5c44b30944053dacd77e4fa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_148fa97c8b5643e48fec5fd1a3e15933",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a5975c8f3ec4406392ee39149b9ba44b",
              "value": 1
            }
          },
          "7a3e2484fe3d4f4db280817a72f633e3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0153c4efdb1c488aa0bdb315ff3454d8",
              "placeholder": "​",
              "style": "IPY_MODEL_c061ab0bc1594d85834d7f5843f32ba2",
              "value": " 1/1 [00:00&lt;00:00,  4.44it/s]"
            }
          },
          "4af1ef64d29846d699225a1b2aa08ddf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "12d7430ade8942f1951fe7a3b09a05cc": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9a7b63b244934ffcb1143052ac80d664": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "148fa97c8b5643e48fec5fd1a3e15933": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a5975c8f3ec4406392ee39149b9ba44b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0153c4efdb1c488aa0bdb315ff3454d8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c061ab0bc1594d85834d7f5843f32ba2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fa9b26388bcf4f1ab7e0ac8b1ff87fdc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_827a3e7a2c25434394459e41307d0508",
                "IPY_MODEL_641492ca11d54656b68d4c2deb9cf9c9",
                "IPY_MODEL_47251a01a55846e9bce56a4840b1bc88"
              ],
              "layout": "IPY_MODEL_06582102daba49848f555dc287dc37a7"
            }
          },
          "827a3e7a2c25434394459e41307d0508": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_af1969613496463093a95762b3ee2bc7",
              "placeholder": "​",
              "style": "IPY_MODEL_e1178b4ccb234a9a9c2d70d47a568697",
              "value": "Writing model shards: 100%"
            }
          },
          "641492ca11d54656b68d4c2deb9cf9c9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a0cefe7894ee44bca8a70e2b0d0eb478",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_f43c33edb01c4b47ac48acc07074d55d",
              "value": 1
            }
          },
          "47251a01a55846e9bce56a4840b1bc88": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5d93f98d67ae440194c82f9fd7005533",
              "placeholder": "​",
              "style": "IPY_MODEL_3e10415ddfe74798955538c200c50872",
              "value": " 1/1 [00:00&lt;00:00,  4.60it/s]"
            }
          },
          "06582102daba49848f555dc287dc37a7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "af1969613496463093a95762b3ee2bc7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e1178b4ccb234a9a9c2d70d47a568697": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a0cefe7894ee44bca8a70e2b0d0eb478": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f43c33edb01c4b47ac48acc07074d55d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5d93f98d67ae440194c82f9fd7005533": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3e10415ddfe74798955538c200c50872": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "222f9a03c47b4fc28b816e68e28cff11": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_008508b0728c4ce48d712146e38dca6a",
                "IPY_MODEL_15c32baa73db40d4a6e2360dfd5ce30a",
                "IPY_MODEL_686de256120a4e0f8296748b695f64f1"
              ],
              "layout": "IPY_MODEL_067b7483d5804935b15bac3638ca78b1"
            }
          },
          "008508b0728c4ce48d712146e38dca6a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fc60ac22b8664edca7e2c93c24d1b94c",
              "placeholder": "​",
              "style": "IPY_MODEL_cf6ce306d6c5422b90bf04dfb516081c",
              "value": "Loading weights: 100%"
            }
          },
          "15c32baa73db40d4a6e2360dfd5ce30a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4147b3db72a84c3585637f11c88d2b31",
              "max": 101,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2ce801a9dabc468ca126e804cba8cc4d",
              "value": 101
            }
          },
          "686de256120a4e0f8296748b695f64f1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_382bdbaa24b94787980be9163a33971f",
              "placeholder": "​",
              "style": "IPY_MODEL_f2091d2e297b4a8e9ef252dc00b53e94",
              "value": " 101/101 [00:00&lt;00:00, 2306.22it/s]"
            }
          },
          "067b7483d5804935b15bac3638ca78b1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "fc60ac22b8664edca7e2c93c24d1b94c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cf6ce306d6c5422b90bf04dfb516081c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4147b3db72a84c3585637f11c88d2b31": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2ce801a9dabc468ca126e804cba8cc4d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "382bdbaa24b94787980be9163a33971f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f2091d2e297b4a8e9ef252dc00b53e94": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "54522990aed749f481f7a490e9e021f3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e88e1fa4ede34034b5a1dc819298f8e2",
                "IPY_MODEL_25dcad9a262f4caaaa348ebdf9de5021",
                "IPY_MODEL_7622a81a3036429da3c22409076fb4cb"
              ],
              "layout": "IPY_MODEL_973de762741f4bc9bb19343435640167"
            }
          },
          "e88e1fa4ede34034b5a1dc819298f8e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_679c7ca1ff244957be9d6657c1dbc82e",
              "placeholder": "​",
              "style": "IPY_MODEL_344136ff8cde44139dcfd3cdd5ac4689",
              "value": "Writing model shards: 100%"
            }
          },
          "25dcad9a262f4caaaa348ebdf9de5021": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_841527b8f07741749f93f93ead5499e9",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_ccadc6ab15914f52afe0bf212585816e",
              "value": 1
            }
          },
          "7622a81a3036429da3c22409076fb4cb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_0fd3e59517874277952d8197ed8d3b51",
              "placeholder": "​",
              "style": "IPY_MODEL_8d1ef87fa56a43b7a1db76de97752454",
              "value": " 1/1 [00:00&lt;00:00,  4.47it/s]"
            }
          },
          "973de762741f4bc9bb19343435640167": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "679c7ca1ff244957be9d6657c1dbc82e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "344136ff8cde44139dcfd3cdd5ac4689": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "841527b8f07741749f93f93ead5499e9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ccadc6ab15914f52afe0bf212585816e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "0fd3e59517874277952d8197ed8d3b51": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8d1ef87fa56a43b7a1db76de97752454": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2a1281e7da5b4a058ab0f9c6bdc77233": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_74294b085f7049c7b254ebe3c6eed9d9",
                "IPY_MODEL_f01f6278ec7f4cbbbbc462d17ca6e8e2",
                "IPY_MODEL_ad7ad5936c5f4478acbdcb57e6e57089"
              ],
              "layout": "IPY_MODEL_768329d1b3854e24a6d55e579db790b6"
            }
          },
          "74294b085f7049c7b254ebe3c6eed9d9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1630198b577a41ac92fb5a08efa3b374",
              "placeholder": "​",
              "style": "IPY_MODEL_3bdab3ee477d4192b6ba825ad450bba8",
              "value": "Writing model shards: 100%"
            }
          },
          "f01f6278ec7f4cbbbbc462d17ca6e8e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5ad9476a1ee2468c9b22600093099b59",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6641f167d24347b8ab88af19967407e0",
              "value": 1
            }
          },
          "ad7ad5936c5f4478acbdcb57e6e57089": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_df1bdda160af4835978b590d1593f23f",
              "placeholder": "​",
              "style": "IPY_MODEL_74ae396b4f4841a7bd81f68f225d281f",
              "value": " 1/1 [00:00&lt;00:00,  4.64it/s]"
            }
          },
          "768329d1b3854e24a6d55e579db790b6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1630198b577a41ac92fb5a08efa3b374": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3bdab3ee477d4192b6ba825ad450bba8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "5ad9476a1ee2468c9b22600093099b59": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6641f167d24347b8ab88af19967407e0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "df1bdda160af4835978b590d1593f23f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "74ae396b4f4841a7bd81f68f225d281f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "28c7107f8c3244dfbfb3f6b0eca53abd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_cd7b114a5c504f3a879df487984f4ed1",
                "IPY_MODEL_3c1b3c1beb00464db4c861a8c72ebe56",
                "IPY_MODEL_5dc9f8fd2e794841a632ca1db2053ae2"
              ],
              "layout": "IPY_MODEL_a36371335d924e929a60d2b8d66b1868"
            }
          },
          "cd7b114a5c504f3a879df487984f4ed1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ebc941346c734330a6d8fc97065f6800",
              "placeholder": "​",
              "style": "IPY_MODEL_2d76cac1095c4120a8a6620424efe193",
              "value": "Writing model shards: 100%"
            }
          },
          "3c1b3c1beb00464db4c861a8c72ebe56": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a1da1f89090e435b8566019bef18ee87",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2a475cec69294918b762ed7daec5338d",
              "value": 1
            }
          },
          "5dc9f8fd2e794841a632ca1db2053ae2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_5dcd586ceceb4a1ea1597a298297f4e7",
              "placeholder": "​",
              "style": "IPY_MODEL_f0ade572b4264dd0874fcce0f2be8805",
              "value": " 1/1 [00:00&lt;00:00,  4.65it/s]"
            }
          },
          "a36371335d924e929a60d2b8d66b1868": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ebc941346c734330a6d8fc97065f6800": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2d76cac1095c4120a8a6620424efe193": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a1da1f89090e435b8566019bef18ee87": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2a475cec69294918b762ed7daec5338d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "5dcd586ceceb4a1ea1597a298297f4e7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f0ade572b4264dd0874fcce0f2be8805": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3aa061cc055f4a85a08b7ef6fc3df086": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_f3065dc7dd1d4fd786fa84bdf570d184",
                "IPY_MODEL_afe3e39f84f842818a0335a5570fce3c",
                "IPY_MODEL_fee705c8df0d4d9fa4051c20ba6c8261"
              ],
              "layout": "IPY_MODEL_b388fc28f26241eb8129d84f8d19540d"
            }
          },
          "f3065dc7dd1d4fd786fa84bdf570d184": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1676fcbe0907441287cbd0b9b9366794",
              "placeholder": "​",
              "style": "IPY_MODEL_4ff1b6ffa7d14fa3b689b42bf67bb176",
              "value": "Writing model shards: 100%"
            }
          },
          "afe3e39f84f842818a0335a5570fce3c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1c22e2cc01a1458a96ef91a0409d1828",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_04533b93cb6846488cb51e780e4e9f1e",
              "value": 1
            }
          },
          "fee705c8df0d4d9fa4051c20ba6c8261": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_a21ff14552b24c3785b94fae2a08730e",
              "placeholder": "​",
              "style": "IPY_MODEL_1566f03de4214df1bac5240655b84a47",
              "value": " 1/1 [00:00&lt;00:00,  4.68it/s]"
            }
          },
          "b388fc28f26241eb8129d84f8d19540d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1676fcbe0907441287cbd0b9b9366794": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "4ff1b6ffa7d14fa3b689b42bf67bb176": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1c22e2cc01a1458a96ef91a0409d1828": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "04533b93cb6846488cb51e780e4e9f1e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "a21ff14552b24c3785b94fae2a08730e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1566f03de4214df1bac5240655b84a47": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "2e014b757706405baef85e895d4599cb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_c791b32f4e2f41d288dff6f874c6c338",
                "IPY_MODEL_9c8e975cafe841718fb9adf2c845212b",
                "IPY_MODEL_8233e402a7e043df9ac84e6a16ef1046"
              ],
              "layout": "IPY_MODEL_695ea5de9c9b417aaa77977f59665230"
            }
          },
          "c791b32f4e2f41d288dff6f874c6c338": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d80facdd606942e48fd825e982e0f201",
              "placeholder": "​",
              "style": "IPY_MODEL_055f93ac6c9347cf9102d2a4f3388970",
              "value": "Writing model shards: 100%"
            }
          },
          "9c8e975cafe841718fb9adf2c845212b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e7707fc1f8aa4867b9731ee7da8e9ba1",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5b12fb69071a4c5fb3e379dc167e151a",
              "value": 1
            }
          },
          "8233e402a7e043df9ac84e6a16ef1046": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_445893388b064135bf168d2c950b35cf",
              "placeholder": "​",
              "style": "IPY_MODEL_90750c2b3daa4fae84fac0230bbe783b",
              "value": " 1/1 [00:00&lt;00:00,  3.25it/s]"
            }
          },
          "695ea5de9c9b417aaa77977f59665230": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d80facdd606942e48fd825e982e0f201": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "055f93ac6c9347cf9102d2a4f3388970": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e7707fc1f8aa4867b9731ee7da8e9ba1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5b12fb69071a4c5fb3e379dc167e151a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "445893388b064135bf168d2c950b35cf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "90750c2b3daa4fae84fac0230bbe783b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "232ed7c64eed472d8c384c7d587bdaa1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a4b91426a6254e12a5ab073b0496fc47",
                "IPY_MODEL_489e4e95b0b042e1a2c7acf50aa460dc",
                "IPY_MODEL_e7b44b1570c145c7a28b85e358d5d46a"
              ],
              "layout": "IPY_MODEL_c44f14efdb9a4d178f800efc5e5a15e5"
            }
          },
          "a4b91426a6254e12a5ab073b0496fc47": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7ff46a4e7ff442fdaf8ef37ad97ab09c",
              "placeholder": "​",
              "style": "IPY_MODEL_712b093a32bd41398d06e7d0c637bd41",
              "value": "Writing model shards: 100%"
            }
          },
          "489e4e95b0b042e1a2c7acf50aa460dc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c4a6d5f997914e6784c576a5278088ea",
              "max": 1,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_aa01e7eb0a9f44c891acfad9163cdcff",
              "value": 1
            }
          },
          "e7b44b1570c145c7a28b85e358d5d46a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4018dab1c43a4065912ac7f8871877df",
              "placeholder": "​",
              "style": "IPY_MODEL_5ddad1ef92214e4e90cf55d9a6fc3a27",
              "value": " 1/1 [00:00&lt;00:00,  1.35it/s]"
            }
          },
          "c44f14efdb9a4d178f800efc5e5a15e5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7ff46a4e7ff442fdaf8ef37ad97ab09c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "712b093a32bd41398d06e7d0c637bd41": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "c4a6d5f997914e6784c576a5278088ea": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "aa01e7eb0a9f44c891acfad9163cdcff": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "4018dab1c43a4065912ac7f8871877df": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5ddad1ef92214e4e90cf55d9a6fc3a27": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9f7b95103d4b4141897ae8cd526dfa9d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_617dd412fb354351b20b341ffa67d4da",
                "IPY_MODEL_bf31db3ff3fa4965a9d0d6bef5079ed7",
                "IPY_MODEL_280de6cc84d24ddb8d016c76434979de"
              ],
              "layout": "IPY_MODEL_96c592a743f048f1a71aabb4f0c73128"
            }
          },
          "617dd412fb354351b20b341ffa67d4da": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_17813e2e447b427ca14f355bb2188685",
              "placeholder": "​",
              "style": "IPY_MODEL_28f2dd67a15a4c0ca616671983e31d5d",
              "value": "README.md: 100%"
            }
          },
          "bf31db3ff3fa4965a9d0d6bef5079ed7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f4c148c9094a45e18155b5e8a1509ae8",
              "max": 7809,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_0e08ba6cce454f3b85200138a7fd54cc",
              "value": 7809
            }
          },
          "280de6cc84d24ddb8d016c76434979de": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f43685bc9231428ab2691a9a3a303dbe",
              "placeholder": "​",
              "style": "IPY_MODEL_0ab3bdaab9244553846d7c98fe25cc13",
              "value": " 7.81k/7.81k [00:00&lt;00:00, 962kB/s]"
            }
          },
          "96c592a743f048f1a71aabb4f0c73128": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "17813e2e447b427ca14f355bb2188685": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "28f2dd67a15a4c0ca616671983e31d5d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f4c148c9094a45e18155b5e8a1509ae8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0e08ba6cce454f3b85200138a7fd54cc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f43685bc9231428ab2691a9a3a303dbe": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0ab3bdaab9244553846d7c98fe25cc13": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4ee262acd00042bba9957053de3907c1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1420fb27557143bfb083c8b3424742aa",
                "IPY_MODEL_728a000bb24548d899fa520ccdde996e",
                "IPY_MODEL_94f59594efff449a90d5b2c825d0af2f"
              ],
              "layout": "IPY_MODEL_91b5653ab4a147c985a4bf40a30cedf3"
            }
          },
          "1420fb27557143bfb083c8b3424742aa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ddfb93d3414943a4bf2c5e06978f26db",
              "placeholder": "​",
              "style": "IPY_MODEL_3119a716b0a049229da3e8411d63b9c8",
              "value": "plain_text/train-00000-of-00001.parquet: reconstructing file: 100%"
            }
          },
          "728a000bb24548d899fa520ccdde996e": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_af4f8fce91154df5b42978a8d160c7bf",
              "max": 20979968,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_de7236b982c34eaabb22ead92a326465",
              "value": 20979968
            }
          },
          "94f59594efff449a90d5b2c825d0af2f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_67f36c54791f4a4a825c6bd72fe01115",
              "placeholder": "​",
              "style": "IPY_MODEL_c387c41b4da34ec0ae37a0dc3db97ca6",
              "value": " 21.0MB / 21.0MB, 2.02MB/s  "
            }
          },
          "91b5653ab4a147c985a4bf40a30cedf3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ddfb93d3414943a4bf2c5e06978f26db": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3119a716b0a049229da3e8411d63b9c8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "af4f8fce91154df5b42978a8d160c7bf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "de7236b982c34eaabb22ead92a326465": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "67f36c54791f4a4a825c6bd72fe01115": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c387c41b4da34ec0ae37a0dc3db97ca6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "fdbd299d5ab2435b908dc0e74231c377": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_05fa7baafe6e49d58fc8b3939537fba9",
                "IPY_MODEL_8fe47529e3114f0a8e1d3ae1bcf43c36",
                "IPY_MODEL_c6fee310d127498395e13ee2ab4ae57f"
              ],
              "layout": "IPY_MODEL_7e73bb2a3066446883a9afc9faf369ee"
            }
          },
          "05fa7baafe6e49d58fc8b3939537fba9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d71c92fd60474de790aeb9f6ed20324c",
              "placeholder": "​",
              "style": "IPY_MODEL_2abf54c11709494ba579b50ca2f6e536",
              "value": "plain_text/train-00000-of-00001.parquet: downloading bytes: "
            }
          },
          "8fe47529e3114f0a8e1d3ae1bcf43c36": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_1db64606141d4c2a807bf192d72c4a63",
              "max": 20979968,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_d37fb1b8cb414eeeb8cbb8d35d05207b",
              "value": 20924623
            }
          },
          "c6fee310d127498395e13ee2ab4ae57f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_d6130f97b0744799b640eb012df9eb28",
              "placeholder": "​",
              "style": "IPY_MODEL_83c314d9bde94b74891213d3af8872f8",
              "value": " 20.9MB, 2.01MB/s  "
            }
          },
          "7e73bb2a3066446883a9afc9faf369ee": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d71c92fd60474de790aeb9f6ed20324c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2abf54c11709494ba579b50ca2f6e536": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1db64606141d4c2a807bf192d72c4a63": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "d37fb1b8cb414eeeb8cbb8d35d05207b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "d6130f97b0744799b640eb012df9eb28": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "83c314d9bde94b74891213d3af8872f8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "755b113a1007499bae9282325cc0ca46": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_30ebbc0ebd644608a68637d563716715",
                "IPY_MODEL_aae09fdd978d4037a2e5dc4b1a1abeaa",
                "IPY_MODEL_7b5805887da948b8968443dfd4c7f950"
              ],
              "layout": "IPY_MODEL_aaebd05a187c4f9fbdd2ffca09ece6fa"
            }
          },
          "30ebbc0ebd644608a68637d563716715": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_9eecb8aec4fc4c0daf57fea1aaa5b938",
              "placeholder": "​",
              "style": "IPY_MODEL_897d290cc84e4606a26b44a8f8142b50",
              "value": "plain_text/test-00000-of-00001.parquet: reconstructing file: 100%"
            }
          },
          "aae09fdd978d4037a2e5dc4b1a1abeaa": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ee0190b09eb5472a8943011679bbb9ee",
              "max": 20470363,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_b5412cfe6d384d71865f5c6fcdfeb2f0",
              "value": 20470363
            }
          },
          "7b5805887da948b8968443dfd4c7f950": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_eb8b136d91794377bb28b46234d95e53",
              "placeholder": "​",
              "style": "IPY_MODEL_f080424b962848a5b031a6c8ec0b0d06",
              "value": " 20.5MB / 20.5MB, 1.98MB/s  "
            }
          },
          "aaebd05a187c4f9fbdd2ffca09ece6fa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "9eecb8aec4fc4c0daf57fea1aaa5b938": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "897d290cc84e4606a26b44a8f8142b50": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "ee0190b09eb5472a8943011679bbb9ee": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b5412cfe6d384d71865f5c6fcdfeb2f0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "eb8b136d91794377bb28b46234d95e53": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f080424b962848a5b031a6c8ec0b0d06": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "9b014f2230104796aa3ee928f2e26c8c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a9931c27912b4a26b1426143e4b44f0b",
                "IPY_MODEL_9de69f336ebf486db7a238c70ab5c0af",
                "IPY_MODEL_ccedec4ec0674354a6a54c3a423e89c7"
              ],
              "layout": "IPY_MODEL_2472b458f7d94afc9c8e895862cec427"
            }
          },
          "a9931c27912b4a26b1426143e4b44f0b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_76087117485c4ec0b7f025f2805513c8",
              "placeholder": "​",
              "style": "IPY_MODEL_42fe7e2ed5224570a6baeb2ebe84c025",
              "value": "plain_text/test-00000-of-00001.parquet: downloading bytes: "
            }
          },
          "9de69f336ebf486db7a238c70ab5c0af": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_21dad43d6c524f2498163e770c702896",
              "max": 20470363,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a666d2bec0344366a9bfc30c99cb62cf",
              "value": 20398204
            }
          },
          "ccedec4ec0674354a6a54c3a423e89c7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_8c4cd0d5eacd4178a753d893086ceaa1",
              "placeholder": "​",
              "style": "IPY_MODEL_5c3b800e3b4647eba0d89ede16906535",
              "value": " 20.4MB, 1.97MB/s  "
            }
          },
          "2472b458f7d94afc9c8e895862cec427": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "76087117485c4ec0b7f025f2805513c8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "42fe7e2ed5224570a6baeb2ebe84c025": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "21dad43d6c524f2498163e770c702896": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a666d2bec0344366a9bfc30c99cb62cf": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "8c4cd0d5eacd4178a753d893086ceaa1": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5c3b800e3b4647eba0d89ede16906535": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "f0390fbab5f144bbad9529180d54782b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_cba993fb923043d08f9807edffeee58d",
                "IPY_MODEL_9fcd337944f547f890639acc7bd6861b",
                "IPY_MODEL_30ebffe86b9c4c788b6ef57f96919203"
              ],
              "layout": "IPY_MODEL_f8d376eeefc74b73a0d5ba0fffa4faa3"
            }
          },
          "cba993fb923043d08f9807edffeee58d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_78e2b16a64d14e21940e4685eb59906b",
              "placeholder": "​",
              "style": "IPY_MODEL_b8be403388f149e9bc4541f8b8bd7716",
              "value": "plain_text/unsupervised-00000-of-00001.p(…): reconstructing file: 100%"
            }
          },
          "9fcd337944f547f890639acc7bd6861b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3abc75d7b76443439f1a059362c847bb",
              "max": 41996509,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_48b8e20596eb44368e0812fd4b95ef09",
              "value": 41996509
            }
          },
          "30ebffe86b9c4c788b6ef57f96919203": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_fe1aeaa5606a436a8c8be015ce433d57",
              "placeholder": "​",
              "style": "IPY_MODEL_553352415b664ed1830791a0fb65c470",
              "value": " 42.0MB / 42.0MB, 4.05MB/s  "
            }
          },
          "f8d376eeefc74b73a0d5ba0fffa4faa3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "78e2b16a64d14e21940e4685eb59906b": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b8be403388f149e9bc4541f8b8bd7716": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3abc75d7b76443439f1a059362c847bb": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "48b8e20596eb44368e0812fd4b95ef09": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "fe1aeaa5606a436a8c8be015ce433d57": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "553352415b664ed1830791a0fb65c470": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "1ca64c6674e040f08d9f40bc028463ff": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_32246e66b4b24061b46240005b72f5bb",
                "IPY_MODEL_c124088450e7433995711be6baf608dd",
                "IPY_MODEL_f5973680cf8f4208ab2dbe51231748de"
              ],
              "layout": "IPY_MODEL_5a61b9bd622d4a4880cf2f21507e1a31"
            }
          },
          "32246e66b4b24061b46240005b72f5bb": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_ab20d17485334ac2acc8db3083f26c5e",
              "placeholder": "​",
              "style": "IPY_MODEL_469153e5ac8b4cfe95dbb1a36a5b5a2b",
              "value": "plain_text/unsupervised-00000-of-00001.p(…): downloading bytes: "
            }
          },
          "c124088450e7433995711be6baf608dd": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e230c7c57ec94441a56e54db984b354e",
              "max": 41996509,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_6e3d4a7233994f53a7003f528b7b285c",
              "value": 41881429
            }
          },
          "f5973680cf8f4208ab2dbe51231748de": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_89935bed49bd457097fde13540034141",
              "placeholder": "​",
              "style": "IPY_MODEL_382163e4bd8e4b18a52965168a454a31",
              "value": " 41.9MB, 4.01MB/s  "
            }
          },
          "5a61b9bd622d4a4880cf2f21507e1a31": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ab20d17485334ac2acc8db3083f26c5e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "469153e5ac8b4cfe95dbb1a36a5b5a2b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "e230c7c57ec94441a56e54db984b354e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6e3d4a7233994f53a7003f528b7b285c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "89935bed49bd457097fde13540034141": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "382163e4bd8e4b18a52965168a454a31": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "faeac43198a545308763683cb13eb636": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_1f7df6c768bd46aa9735b8ac0dc46f47",
                "IPY_MODEL_d0a6ff19fd7a4fc5ad86f7535ed43938",
                "IPY_MODEL_258b1728901e46f786e27e45f25e99f6"
              ],
              "layout": "IPY_MODEL_3b6e1141a79b45d49e05fd5a8ffe73f5"
            }
          },
          "1f7df6c768bd46aa9735b8ac0dc46f47": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_6a16dfe5c12849178be2dd34f7586832",
              "placeholder": "​",
              "style": "IPY_MODEL_3bfd03601ded4aa0aa809f416fafcbd6",
              "value": "Generating train split: 100%"
            }
          },
          "d0a6ff19fd7a4fc5ad86f7535ed43938": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b7f1433fad1746babec4587ef8c6b9c9",
              "max": 25000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_8d0a56e722274b33a8d1887fb3b5ab42",
              "value": 25000
            }
          },
          "258b1728901e46f786e27e45f25e99f6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7a1a74e125e34f00af0f2dbc0583c221",
              "placeholder": "​",
              "style": "IPY_MODEL_cbfa8e4024444e0ab659baa1a41cd948",
              "value": " 25000/25000 [00:00&lt;00:00, 136379.62 examples/s]"
            }
          },
          "3b6e1141a79b45d49e05fd5a8ffe73f5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6a16dfe5c12849178be2dd34f7586832": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3bfd03601ded4aa0aa809f416fafcbd6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "b7f1433fad1746babec4587ef8c6b9c9": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "8d0a56e722274b33a8d1887fb3b5ab42": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "7a1a74e125e34f00af0f2dbc0583c221": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "cbfa8e4024444e0ab659baa1a41cd948": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "d717885a98324a64a48e24719c69eb9f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_68013d61903b4911b62e68491e5b432b",
                "IPY_MODEL_f04e38bac9c24529b098ae0b22a903e2",
                "IPY_MODEL_449a278a6f9948c8b193f69d706af7c7"
              ],
              "layout": "IPY_MODEL_65d1f65cbeb64525b0da469220163270"
            }
          },
          "68013d61903b4911b62e68491e5b432b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f5bf200621514ed49611b98f04d556d3",
              "placeholder": "​",
              "style": "IPY_MODEL_b60abf98f5bc4b03af42b50c610b4044",
              "value": "Generating test split: 100%"
            }
          },
          "f04e38bac9c24529b098ae0b22a903e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_98f1722d064b4b05be8e0e8a66c60232",
              "max": 25000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_14206fda2dfe477691e472f941621963",
              "value": 25000
            }
          },
          "449a278a6f9948c8b193f69d706af7c7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c643c01686d44b37b222d8ca789d9044",
              "placeholder": "​",
              "style": "IPY_MODEL_00fe140ce7b445f09f76e8f729256e40",
              "value": " 25000/25000 [00:00&lt;00:00, 199562.67 examples/s]"
            }
          },
          "65d1f65cbeb64525b0da469220163270": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "f5bf200621514ed49611b98f04d556d3": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "b60abf98f5bc4b03af42b50c610b4044": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "98f1722d064b4b05be8e0e8a66c60232": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "14206fda2dfe477691e472f941621963": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "c643c01686d44b37b222d8ca789d9044": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "00fe140ce7b445f09f76e8f729256e40": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4e44e5646a45410a8b057e7dbda91c1a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_3cf2a495a76549d5a27fef1f0daee1d3",
                "IPY_MODEL_22dbeeed6501412bb575791aa0d14b10",
                "IPY_MODEL_034423386f05445da78bfe237384544f"
              ],
              "layout": "IPY_MODEL_fef8f6eee61d456abf4b6546275890f4"
            }
          },
          "3cf2a495a76549d5a27fef1f0daee1d3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_96e2cb223a3842a3b55ff9d0a100c3c8",
              "placeholder": "​",
              "style": "IPY_MODEL_46e84dc5e1594564bf7a8d81e666d5e0",
              "value": "Generating unsupervised split: 100%"
            }
          },
          "22dbeeed6501412bb575791aa0d14b10": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_4e6fe082c684467fb354e95505283ff5",
              "max": 50000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_1f8a5786196b4ba68e068d6711156d79",
              "value": 50000
            }
          },
          "034423386f05445da78bfe237384544f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_b685cf8f30e744c59d1c76a0292bc53c",
              "placeholder": "​",
              "style": "IPY_MODEL_6545912afb5f4c5c9c030ca7f4998d7a",
              "value": " 50000/50000 [00:00&lt;00:00, 201620.20 examples/s]"
            }
          },
          "fef8f6eee61d456abf4b6546275890f4": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "96e2cb223a3842a3b55ff9d0a100c3c8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "46e84dc5e1594564bf7a8d81e666d5e0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "4e6fe082c684467fb354e95505283ff5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "1f8a5786196b4ba68e068d6711156d79": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "b685cf8f30e744c59d1c76a0292bc53c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "6545912afb5f4c5c9c030ca7f4998d7a": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3fe8c6ab9cb14b8591584e4e3f750e0f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_d259b417cbbd4e26a052dac1325efd0b",
                "IPY_MODEL_0dca969370af443d8b5c15b22dc21da0",
                "IPY_MODEL_3c70e8386b59420a873a8b5d597dae30"
              ],
              "layout": "IPY_MODEL_d54a0d04a490445dbc0d964f219174aa"
            }
          },
          "d259b417cbbd4e26a052dac1325efd0b": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3535022481774e63967df6dc8c7c7df7",
              "placeholder": "​",
              "style": "IPY_MODEL_7c259dd94c9e4488865ad0ddd006bba1",
              "value": "tokenizer_config.json: 100%"
            }
          },
          "0dca969370af443d8b5c15b22dc21da0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_446bc1b72bf3475386242c31dd57c930",
              "max": 25,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_2253bd3abb764f999aed2ad4b88ffdd1",
              "value": 25
            }
          },
          "3c70e8386b59420a873a8b5d597dae30": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_dbf04c69eba34d6199841150823aedd7",
              "placeholder": "​",
              "style": "IPY_MODEL_debf69398cbe483b9e67db0e8b0bc499",
              "value": " 25.0/25.0 [00:00&lt;00:00, 3.22kB/s]"
            }
          },
          "d54a0d04a490445dbc0d964f219174aa": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "3535022481774e63967df6dc8c7c7df7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7c259dd94c9e4488865ad0ddd006bba1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "446bc1b72bf3475386242c31dd57c930": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "2253bd3abb764f999aed2ad4b88ffdd1": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "dbf04c69eba34d6199841150823aedd7": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "debf69398cbe483b9e67db0e8b0bc499": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "04d52ace31f04b69b280660a9775d9df": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_90d05c5edc76461a98edf9245bb4d225",
                "IPY_MODEL_f42323eccdcb42f3b9ff6ab23367ac9d",
                "IPY_MODEL_169852f4870041bf9f7f98d75e3f46f9"
              ],
              "layout": "IPY_MODEL_91e0c72f4f134b0b95e92285c4af1ba8"
            }
          },
          "90d05c5edc76461a98edf9245bb4d225": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_c62816d5ccf04245be2e720b8b85c320",
              "placeholder": "​",
              "style": "IPY_MODEL_ae75974d3c7b4effbcca95d47293b114",
              "value": "vocab.json: 100%"
            }
          },
          "f42323eccdcb42f3b9ff6ab23367ac9d": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_69bbba88ff29445485dd1f9044dd0961",
              "max": 898823,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_a43723f9d560414d9d68653b3b658dbe",
              "value": 898823
            }
          },
          "169852f4870041bf9f7f98d75e3f46f9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_907d7d5f026f4cf2936079e8b2287234",
              "placeholder": "​",
              "style": "IPY_MODEL_0aa91b5eb6294a83b4754796177969e7",
              "value": " 899k/899k [00:00&lt;00:00, 1.66MB/s]"
            }
          },
          "91e0c72f4f134b0b95e92285c4af1ba8": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c62816d5ccf04245be2e720b8b85c320": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ae75974d3c7b4effbcca95d47293b114": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "69bbba88ff29445485dd1f9044dd0961": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "a43723f9d560414d9d68653b3b658dbe": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "907d7d5f026f4cf2936079e8b2287234": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "0aa91b5eb6294a83b4754796177969e7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "0f9ccd62c5034f41bcab00cf78651863": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_8143d076e6e24bb9a3ed96bee2d569b0",
                "IPY_MODEL_96720c783bee49b99a8eefb286ab3a1c",
                "IPY_MODEL_0018e8ed2ff146909f247bf5a13528d3"
              ],
              "layout": "IPY_MODEL_584079c074c84a458c38e59803d2c244"
            }
          },
          "8143d076e6e24bb9a3ed96bee2d569b0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_7541417e2395483b990b9130e6bd39df",
              "placeholder": "​",
              "style": "IPY_MODEL_7cd3ae996ae54f85910d0e68fc4259c0",
              "value": "merges.txt: 100%"
            }
          },
          "96720c783bee49b99a8eefb286ab3a1c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_297c4f242bd14e16ac3b41d1dbdf774d",
              "max": 456318,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_05cae91b8f9449d18fe17ad3cc3eaae7",
              "value": 456318
            }
          },
          "0018e8ed2ff146909f247bf5a13528d3": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_f0df642ff8ca4c4e9b008c92da422a8c",
              "placeholder": "​",
              "style": "IPY_MODEL_90fda627a398433aa9f9ccd6c2d950e2",
              "value": " 456k/456k [00:00&lt;00:00, 7.75MB/s]"
            }
          },
          "584079c074c84a458c38e59803d2c244": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7541417e2395483b990b9130e6bd39df": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "7cd3ae996ae54f85910d0e68fc4259c0": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "297c4f242bd14e16ac3b41d1dbdf774d": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "05cae91b8f9449d18fe17ad3cc3eaae7": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "f0df642ff8ca4c4e9b008c92da422a8c": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "90fda627a398433aa9f9ccd6c2d950e2": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "a5805086dfec415ca56ad1da70f45f42": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_a252a9a08f114de3a66ef17909f10f2f",
                "IPY_MODEL_b59962a95f8f4700bd36fe60f215c3e8",
                "IPY_MODEL_504ba752fe2f4e1c9c52d679988556bc"
              ],
              "layout": "IPY_MODEL_dcfc08efde434133bd35153ecba5adb6"
            }
          },
          "a252a9a08f114de3a66ef17909f10f2f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_aeffcc63294a42198de3e9b54eb15057",
              "placeholder": "​",
              "style": "IPY_MODEL_ff9db384d468451189d12ac8db31597c",
              "value": "tokenizer.json: 100%"
            }
          },
          "b59962a95f8f4700bd36fe60f215c3e8": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_04d0b4385663469498c2d0101ffd5bcf",
              "max": 1355863,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_5824e17227704f3e901df17e3d0742ce",
              "value": 1355863
            }
          },
          "504ba752fe2f4e1c9c52d679988556bc": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_dd3e816c82ac46b2a2745aec05b3f486",
              "placeholder": "​",
              "style": "IPY_MODEL_e96982d851784b21a5af038c84f2d0e6",
              "value": " 1.36M/1.36M [00:00&lt;00:00, 2.20MB/s]"
            }
          },
          "dcfc08efde434133bd35153ecba5adb6": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "aeffcc63294a42198de3e9b54eb15057": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "ff9db384d468451189d12ac8db31597c": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "04d0b4385663469498c2d0101ffd5bcf": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "5824e17227704f3e901df17e3d0742ce": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "dd3e816c82ac46b2a2745aec05b3f486": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "e96982d851784b21a5af038c84f2d0e6": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "8a500076fa9d4f65876fc155e9ec1d55": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HBoxModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HBoxModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HBoxView",
              "box_style": "",
              "children": [
                "IPY_MODEL_e16ee60a8e4248c3b971b4108ec14439",
                "IPY_MODEL_165168331a684543b331dc3f7f4f9357",
                "IPY_MODEL_f740de467e614521bdf177439dd8d1b9"
              ],
              "layout": "IPY_MODEL_81460f07f6ed4755a55ce2ffc9f923f5"
            }
          },
          "e16ee60a8e4248c3b971b4108ec14439": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_26b7249fd64a4cd280159a5301ecc41e",
              "placeholder": "​",
              "style": "IPY_MODEL_02e0f6e6efeb42e29259b35fe83f3b27",
              "value": "Map: 100%"
            }
          },
          "165168331a684543b331dc3f7f4f9357": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "FloatProgressModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "FloatProgressModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "ProgressView",
              "bar_style": "success",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_3a586ca65f6a4f16973a4c3aab19daab",
              "max": 5000,
              "min": 0,
              "orientation": "horizontal",
              "style": "IPY_MODEL_c4d7102fd8f044148b4d2c1a71ab505f",
              "value": 5000
            }
          },
          "f740de467e614521bdf177439dd8d1b9": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "HTMLModel",
            "model_module_version": "1.5.0",
            "state": {
              "_dom_classes": [],
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "HTMLModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/controls",
              "_view_module_version": "1.5.0",
              "_view_name": "HTMLView",
              "description": "",
              "description_tooltip": null,
              "layout": "IPY_MODEL_e878f1f66ee14cee87d76dcff7409d8f",
              "placeholder": "​",
              "style": "IPY_MODEL_799058ea568b44ffa199030a24d7a9ba",
              "value": " 5000/5000 [00:00&lt;00:00, 5885.87 examples/s]"
            }
          },
          "81460f07f6ed4755a55ce2ffc9f923f5": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "26b7249fd64a4cd280159a5301ecc41e": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "02e0f6e6efeb42e29259b35fe83f3b27": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          },
          "3a586ca65f6a4f16973a4c3aab19daab": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "c4d7102fd8f044148b4d2c1a71ab505f": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "ProgressStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "ProgressStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "bar_color": null,
              "description_width": ""
            }
          },
          "e878f1f66ee14cee87d76dcff7409d8f": {
            "model_module": "@jupyter-widgets/base",
            "model_name": "LayoutModel",
            "model_module_version": "1.2.0",
            "state": {
              "_model_module": "@jupyter-widgets/base",
              "_model_module_version": "1.2.0",
              "_model_name": "LayoutModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "LayoutView",
              "align_content": null,
              "align_items": null,
              "align_self": null,
              "border": null,
              "bottom": null,
              "display": null,
              "flex": null,
              "flex_flow": null,
              "grid_area": null,
              "grid_auto_columns": null,
              "grid_auto_flow": null,
              "grid_auto_rows": null,
              "grid_column": null,
              "grid_gap": null,
              "grid_row": null,
              "grid_template_areas": null,
              "grid_template_columns": null,
              "grid_template_rows": null,
              "height": null,
              "justify_content": null,
              "justify_items": null,
              "left": null,
              "margin": null,
              "max_height": null,
              "max_width": null,
              "min_height": null,
              "min_width": null,
              "object_fit": null,
              "object_position": null,
              "order": null,
              "overflow": null,
              "overflow_x": null,
              "overflow_y": null,
              "padding": null,
              "right": null,
              "top": null,
              "visibility": null,
              "width": null
            }
          },
          "799058ea568b44ffa199030a24d7a9ba": {
            "model_module": "@jupyter-widgets/controls",
            "model_name": "DescriptionStyleModel",
            "model_module_version": "1.5.0",
            "state": {
              "_model_module": "@jupyter-widgets/controls",
              "_model_module_version": "1.5.0",
              "_model_name": "DescriptionStyleModel",
              "_view_count": null,
              "_view_module": "@jupyter-widgets/base",
              "_view_module_version": "1.2.0",
              "_view_name": "StyleView",
              "description_width": ""
            }
          }
        }
      }
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "from tokenizers import ByteLevelBPETokenizer\n",
        "from datasets import load_dataset,Dataset,concatenate_datasets\n",
        "from transformers import (\n",
        "    RobertaTokenizerFast,\n",
        "    RobertaForSequenceClassification,\n",
        "    TrainingArguments,\n",
        "    Trainer\n",
        ")\n",
        "from sklearn.metrics import roc_auc_score, confusion_matrix\n",
        "from sklearn.model_selection import KFold\n",
        "#import evaluate\n",
        "import torch"
      ],
      "metadata": {
        "id": "VDFwsaajXG7t"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "pip install optuna"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5iliCMaLQ5NS",
        "outputId": "b9e11eab-3f35-40d3-ae2f-5e8248bafb69"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting optuna\n",
            "  Downloading optuna-5.0.0-py3-none-any.whl.metadata (14 kB)\n",
            "Collecting alembic>=1.5.0 (from optuna)\n",
            "  Downloading alembic-1.20.0-py3-none-any.whl.metadata (7.3 kB)\n",
            "Collecting colorlog (from optuna)\n",
            "  Downloading colorlog-6.12.0-py3-none-any.whl.metadata (11 kB)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.13/dist-packages (from optuna) (2.1.3)\n",
            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.13/dist-packages (from optuna) (26.3)\n",
            "Requirement already satisfied: sqlalchemy>=1.4.2 in /usr/local/lib/python3.13/dist-packages (from optuna) (2.0.54)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.13/dist-packages (from optuna) (4.67.3)\n",
            "Requirement already satisfied: PyYAML in /usr/local/lib/python3.13/dist-packages (from optuna) (6.0.3)\n",
            "Requirement already satisfied: Mako in /usr/lib/python3/dist-packages (from alembic>=1.5.0->optuna) (1.3.2.dev0)\n",
            "Requirement already satisfied: typing-extensions>=4.12 in /usr/local/lib/python3.13/dist-packages (from alembic>=1.5.0->optuna) (4.16.0)\n",
            "Requirement already satisfied: greenlet>=1 in /usr/local/lib/python3.13/dist-packages (from sqlalchemy>=1.4.2->optuna) (3.5.6)\n",
            "Downloading optuna-5.0.0-py3-none-any.whl (442 kB)\n",
            "\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/442.4 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m442.4/442.4 kB\u001b[0m \u001b[31m33.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hDownloading alembic-1.20.0-py3-none-any.whl (268 kB)\n",
            "\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/268.7 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m268.7/268.7 kB\u001b[0m \u001b[31m30.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hDownloading colorlog-6.12.0-py3-none-any.whl (12 kB)\n",
            "Installing collected packages: colorlog, alembic, optuna\n",
            "Successfully installed alembic-1.20.0 colorlog-6.12.0 optuna-5.0.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Binarização do dataset medico original."
      ],
      "metadata": {
        "id": "HkE5aP-Bk1PX"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "from openai import OpenAI\n",
        "from datasets import Dataset, DatasetDict # Import Dataset and DatasetDict\n",
        "\n",
        "\n",
        "def classify_medical_abstracts_with_openai(\n",
        "    dataset,\n",
        "    model_name: str = \"gpt-3.5-turbo\",\n",
        "    text_column: str = \"medical_abstract\", # Changed default to medical_abstract for consistency\n",
        "    new_label_column: str = \"openai_label\"\n",
        ") -> Dataset:\n",
        "    \"\"\"\n",
        "    Carrega um modelo OpenAI e classifica textos em uma coluna específica de um dataset.\n",
        "\n",
        "    Args:\n",
        "        dataset (datasets.Dataset): O dataset de entrada.\n",
        "        model_name (str): O nome do modelo OpenAI a ser usado (ex: \"gpt-3.5-turbo\").\n",
        "        text_column (str): O nome da coluna que contém os resumos médicos.\n",
        "        new_label_column (str): O nome da nova coluna para armazenar a classificação do modelo.\n",
        "\n",
        "    Returns:\n",
        "        datasets.Dataset: O dataset com a nova coluna de classificação.\n",
        "    \"\"\"\n",
        "    print(f\"Configurando cliente OpenAI e modelo '{model_name}'...\")\n",
        "\n",
        "    # Tentativa de obter a chave da Colab secrets ou variáveis de ambiente\n",
        "    openai_api_key = os.environ.get(\"OPENAI_API_KEY\")\n",
        "    if not openai_api_key:\n",
        "        try:\n",
        "            from google.colab import userdata\n",
        "            openai_api_key = userdata.get('OPENAI_API_KEY')\n",
        "        except Exception:\n",
        "            print(\"OPENAI_API_KEY não encontrada nas secrets do Colab ou variáveis de ambiente. Por favor, configure-a.\")\n",
        "            raise ValueError(\"OpenAI API Key is not set.\")\n",
        "\n",
        "    client = OpenAI(api_key=openai_api_key)\n",
        "\n",
        "    def classify_example_openai(example):\n",
        "        abstract_text = example.get(text_column)\n",
        "        if not abstract_text:\n",
        "            example[new_label_column] = -2  # Indica texto ausente\n",
        "            return example\n",
        "\n",
        "        try:\n",
        "            # Construir um prompt claro para classificação binária\n",
        "            prompt_messages = [\n",
        "                {\"role\": \"system\", \"content\": \"Você é um classificador altamente preciso de abstratos medicos. Você receberá uma abstrato de um artigo medico e deve classificá-lo como 1, caso o mesmo trate da área de neoplasmas, ou 0 caso contrário. Responda apenas com '0' ou '1'.\"},\n",
        "                {\"role\": \"user\", \"content\": f\"Classifique o seguinte abstrato: '{abstract_text}'\"}\n",
        "            ]\n",
        "\n",
        "            response = client.chat.completions.create(\n",
        "                model=model_name,\n",
        "                messages=prompt_messages,\n",
        "                max_tokens=1,  # Esperamos apenas '0' ou '1'\n",
        "                temperature=0.0  # Torna a resposta mais determinística\n",
        "            )\n",
        "            # Analisar a resposta para obter o rótulo\n",
        "            prediction_str = response.choices[0].message.content.strip()\n",
        "            prediction = int(prediction_str)  # Converter para inteiro\n",
        "            if prediction not in [0, 1]:  # Validação básica\n",
        "                raise ValueError(f\"OpenAI retornou uma classificação inesperada: {prediction_str}\")\n",
        "            example[new_label_column] = prediction\n",
        "        except Exception as e:\n",
        "            print(f\"Erro ao classificar o resumo: {e}\")\n",
        "            example[new_label_column] = -1  # Indicar um erro\n",
        "\n",
        "        return example\n",
        "\n",
        "    # Aplica a função de classificação ao dataset\n",
        "    print(\"Classificando o dataset com o modelo OpenAI...\")\n",
        "    classified_dataset = dataset.map(classify_example_openai, batched=False)\n",
        "\n",
        "    return classified_dataset\n",
        "\n",
        "# Exemplo de uso (descomente para executar):\n",
        "\n",
        "# Certifique-se de que 'sliced_dataset' (ou seu dataset) esteja carregado.\n",
        "# if 'sliced_dataset' in locals() and isinstance(sliced_dataset, DatasetDict):\n",
        "#     print(\"Usando 'sliced_dataset' existente para classificação com OpenAI.\")\n",
        "#     # Classifique apenas 5 exemplos para teste, pois pode ser demorado para o dataset completo.\n",
        "#     classified_data_openai_sample = classify_medical_abstracts_with_openai(\n",
        "#         dataset = sliced_dataset['train'].select(range(250)), # Access sliced_dataset from locals and pass the 'train' split\n",
        "#         model_name = \"gpt-3.5-turbo\", # Ou outro modelo de classificação de texto da OpenAI\n",
        "#         text_column = \"medical_abstract\", # Corrected text_column\n",
        "#         new_label_column=\"openai_label\"\n",
        "#     )\n",
        "#     print(classified_data_openai_sample)\n",
        "#     print(classified_data_openai_sample[0])\n",
        "\n",
        "#     # Calcula o AUC-ROC para os resultados da inferência\n",
        "#     inference_auc = calculate_auc_from_dataset(classified_data_openai_sample, pred_column=\"openai_label\", true_column=\"label\")\n",
        "#     print(f\"AUC-ROC da inferência com openai_label: {inference_auc:.4f}\")\n",
        "\n",
        "# else:\n",
        "#     print(\"Variável 'sliced_dataset' não encontrada. Por favor, carregue seu dataset antes de chamar a função.\")"
      ],
      "metadata": {
        "id": "oeMduU5LkURY"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "b9b6369d"
      },
      "source": [
        "from sklearn.metrics import roc_auc_score\n",
        "import numpy as np\n",
        "\n",
        "def calculate_auc_from_dataset(classified_dataset, pred_column: str = \"hf_label\", true_column: str = \"label\") -> float:\n",
        "    \"\"\"\n",
        "    Calcula o AUC-ROC a partir de um dataset classificado, comparando uma coluna de previsão\n",
        "    (geralmente 'hf_label') com uma coluna de rótulos verdadeiros (geralmente 'label').\n",
        "\n",
        "    Args:\n",
        "        classified_dataset (datasets.Dataset): O dataset que contém as previsões e os rótulos verdadeiros.\n",
        "        pred_column (str): O nome da coluna com as previsões (0 ou 1).\n",
        "        true_column (str): O nome da coluna com os rótulos verdadeiros (0 ou 1).\n",
        "\n",
        "    Returns:\n",
        "        float: O valor do AUC-ROC.\n",
        "    \"\"\"\n",
        "    # Certifique-se de que as colunas existem\n",
        "    if pred_column not in classified_dataset.column_names:\n",
        "        raise ValueError(f\"Coluna de previsão '{pred_column}' não encontrada no dataset.\")\n",
        "    if true_column not in classified_dataset.column_names:\n",
        "        raise ValueError(f\"Coluna de rótulo verdadeiro '{true_column}' não encontrada no dataset.\")\n",
        "\n",
        "    y_true = classified_dataset[true_column]\n",
        "    y_pred = classified_dataset[pred_column]\n",
        "\n",
        "    # Para AUC-ROC, precisamos de probabilidades. Como o hf_label é uma predição binária (0 ou 1),\n",
        "    # podemos usá-lo diretamente como a 'probabilidade' para a classe positiva para roc_auc_score,\n",
        "    # mas é importante notar que esta não é uma probabilidade suave, é uma predição de classe dura.\n",
        "    # Se tivéssemos probabilidades (e.g., de uma saída sigmoid), seria mais ideal.\n",
        "    # No entanto, para ROC AUC binário, predições 0/1 ainda funcionam.\n",
        "\n",
        "    # Certifique-se de que os valores são numéricos e convertíveis para numpy arrays\n",
        "    y_true_np = np.array(y_true, dtype=int)\n",
        "    y_pred_np = np.array(y_pred, dtype=int)\n",
        "\n",
        "    # Calcula o AUC-ROC. Para previsões binárias, roc_auc_score espera 'y_score' como o score para a classe positiva\n",
        "    auc = roc_auc_score(y_true_np, y_pred_np)\n",
        "    return auc\n",
        "\n",
        "# Exemplo de uso da nova função (descomente para executar):\n",
        "# Certifique-se de que 'sliced_dataset' (ou seu dataset) esteja carregado e a função 'classify_medical_abstracts_with_transformers' tenha sido executada.\n",
        "# if 'sliced_dataset' in locals() and isinstance(sliced_dataset, Dataset):\n",
        "#     print(\"Usando 'sliced_dataset' existente para classificação com Transformers.\")\n",
        "#     # Classifique apenas 5 exemplos para teste\n",
        "#     classified_data_hf_sample = classify_medical_abstracts_with_transformers(\n",
        "#         dataset=sliced_dataset.select(range(5)), # Classifica 5 exemplos\n",
        "#         model_name=\"distilroberta-base\",\n",
        "#         text_column=\"text\",\n",
        "#         new_label_column=\"hf_label\"\n",
        "#     )\n",
        "#     print(classified_data_hf_sample)\n",
        "#\n",
        "#     # Calcula o AUC-ROC para os resultados da inferência\n",
        "#     inference_auc = calculate_auc_from_dataset(classified_data_hf_sample, pred_column=\"hf_label\", true_column=\"label\")\n",
        "#     print(f\"AUC-ROC da inferência com hf_label: {inference_auc:.4f}\")\n",
        "# else:\n",
        "#     print(\"Variável 'sliced_dataset' não encontrada. Por favor, carregue seu dataset antes de chamar a função.\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Treinamento com vocabulário reduzido"
      ],
      "metadata": {
        "id": "LCNjgg0Olp62"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 437,
          "referenced_widgets": [
            "64884f99f9f74f6fabcf727e94e8aa77",
            "69fd3d584bb24767ac3627cb0f03352a",
            "e91febe43a554d2db7b060028dbb43d9",
            "0649065abdf943e1a52142066d014367",
            "844d162ea3a843d9a72d18a9b2239242",
            "fd80860ecfc6494b9c66eb44175d2dca",
            "7166427cffab41d99ee6b36dacb6e6ea",
            "871fa3741434496ab5139b8a2abff51c",
            "273f8546ec66415a827888d351828fe9",
            "9dac44929c3449db80eeb3a6b4e8afa3",
            "4b00383a2e6e4f5d9f2bd8a8974cc32e",
            "27d6e7391fe7465eb96705aeb345bb0d",
            "8a6f7f5a75a245e99fa3ee5c6169fd54",
            "887a8277a99243c48b17e91fab5aaca1",
            "13fc71b2c51b48a586f9deae46a62263",
            "ae160aab8bcd44d2a78496e1c4ebcea7",
            "b3498c1239844624895333a6158f4929",
            "96aa563de04e4952866415b2c942df7e",
            "a43d6515518b4477bb2abfb01be5ab5b",
            "93dfca4c0444404692220cc92223557e",
            "859a53cfb9e948249555425f33b31868",
            "2f588e17fea7400eafc7f3c7d5ac8811",
            "090cfa27005046adbb674e76bc31eedf",
            "1dc0cae2fd754b23a8a79fdef4e57823",
            "88d64a0369dc49e6823ee205bba7c77c",
            "dab96e6b60d7400c9c072b73aed0e5de",
            "8558919cc30846d6ae2cae788930b1ec",
            "71c30d551c1b4bbebfbf32612e82a83b",
            "7e0a457934af45a496f8fe1f76298178",
            "20e5e947b1c040ce891639ad47d45dda",
            "4d1383fc07a94427aa742e14b0c9d244",
            "7b23466702064f22bb16a2ff1cc09e5d",
            "e16a3386c32f47b2abb3cefb64ca4a62",
            "b7af651dbc364c5286fdcc14573a71ed",
            "423b33a6746448b1b819e27e4159dca8",
            "94f1f11f95524f4dae12743c67c20d33",
            "12f1acd3acce49d8b96fe85c1e4688db",
            "56cedf3416da4c43b60989067193d47a",
            "fd8958c14f1041f0b7583fa69edfba42",
            "57725f5b2b84494dbcca8cec37f21ac5",
            "4539f9442c4349a5bcc9f2f851ac6feb",
            "c31db3a2abe744adbe3f1934687e96a3",
            "868cc9d54d7b49ed8ba8e858c9c38eb2",
            "e65cee058847405ea88fa7034da9db8e",
            "843b01e5674f447aad98466901266d2c",
            "c0088c1c54244d37aa9ef4d1ed439b46",
            "a963d32f5c954b35b37afaf31f97338c",
            "0ca91fc84b234c58b2ec4a686733536b",
            "58106aad4d07481492ed275a59cdf3e5",
            "f11293c4d6924edf90c56f30c5f024a9",
            "f189332799d34d5e86093949553e09f4",
            "be4cbb845e5e4ea0ac2aa7881e747218",
            "ded71cd6af6744519122e73527472683",
            "e352037870f74505a8cc42e1195255e8",
            "720d4f69d1904ea5bfe6985a8ee2241a",
            "11002f8b5a0e40269f3f948051a4be38",
            "c58d13c9e1234c96a5d4178377562195",
            "a382cbe5b10c42beb4d8066b6175e9b7",
            "0cd83b73680c473681e6b9cedfe2fe3a",
            "b2a0b3522bba4ea99ca0eff5d682e7db",
            "0c1f5f68a88d43bea73563098cac5d77",
            "8d3047ffa40443e6b59159591de1ceab",
            "5e0de923ab5c47ab9cb0663bfd931c0e",
            "62c6a3a37e6c4d69a83c76b7a6071d51",
            "7e2611af72354eeabc75e78108a439d6",
            "4bd2b468b800484089750283d5975d55"
          ]
        },
        "id": "2VVNB3jSht1p",
        "outputId": "6630edb1-bbfd-45cb-ae33-41cb45534363"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.12/dist-packages/huggingface_hub/utils/_auth.py:94: UserWarning: \n",
            "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
            "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
            "You will be able to reuse this secret in all of your notebooks.\n",
            "Please note that authentication is recommended but still optional to access public models or datasets.\n",
            "  warnings.warn(\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "README.md: 0.00B [00:00, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "64884f99f9f74f6fabcf727e94e8aa77"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "data/train-00000-of-00001.parquet:   0%|          | 0.00/7.67M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "27d6e7391fe7465eb96705aeb345bb0d"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "data/test-00000-of-00001.parquet:   0%|          | 0.00/1.94M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "090cfa27005046adbb674e76bc31eedf"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating train split:   0%|          | 0/11550 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b7af651dbc364c5286fdcc14573a71ed"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating test split:   0%|          | 0/2888 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "843b01e5674f447aad98466901266d2c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/11550 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "11002f8b5a0e40269f3f948051a4be38"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Dataset({\n",
            "    features: ['condition_label', 'medical_abstract', 'label'],\n",
            "    num_rows: 11550\n",
            "})\n",
            "Column([0, 1, 0, 1, 0])\n",
            "{'condition_label': 5, 'medical_abstract': 'Tissue changes around loose prostheses. A canine model to investigate the effects of an antiinflammatory agent. The aseptically loosened prosthesis provided a means for investigating the in vivo and in vitro activity of the cells associated with the loosening process in seven dogs. The cells were isolated and maintained in culture for sufficient periods of time so that their biologic activity could be studied as well as the effect of different agents added to the cells in vivo or in vitro. The biologic response as determined by interleukin-1 and prostaglandin E2 activity paralleled the roentgenographic appearance of loosening and the technetium images and observations made at the time of revision surgery. The correlation between clinical, roentgenographic, histologic, and biochemical loosening indicates that the canine model is suitable for investigating the mechanisms of prosthetic failure. A canine model permits the study of possible nonsurgical therapeutic interventions with the ultimate hope of stopping or slowing the loosening process. ', 'label': 0}\n"
          ]
        }
      ],
      "source": [
        "# dataset = load_dataset(\"TimSchopf/medical_abstracts\")\n",
        "\n",
        "# # Vamos usar o split \"train\"\n",
        "# data = dataset[\"train\"]\n",
        "\n",
        "# # =======================================================\n",
        "# # 2. Converter para classificação binária\n",
        "# # =======================================================\n",
        "\n",
        "# TARGET_LABEL = 1\n",
        "\n",
        "# def to_binary(example):\n",
        "#     example[\"label\"] = 1 if example[\"condition_label\"] == TARGET_LABEL else 0\n",
        "#     return example\n",
        "\n",
        "# data = data.map(to_binary)\n",
        "# #for i in range(10):\n",
        "#     #print(data[\"label\"][i])\n",
        "# print(data)\n",
        "# print(data[\"label\"])\n",
        "# print(data[0])\n",
        "# positive_results = Dataset.from_dict({})\n",
        "# negative_results = Dataset.from_dict({})\n",
        "\n",
        "# for row in (data): # 'row' is already the dictionary for the current example\n",
        "#   if row[\"label\"] == 1:\n",
        "#     positive_results = positive_results.add_item(row)\n",
        "#   else:\n",
        "#     negative_results = negative_results.add_item(row)\n",
        "\n",
        "# negative_results = negative_results.select(range(2500))\n",
        "# positive_results = positive_results.select(range(2500))\n",
        "\n",
        "# sliced_dataset = concatenate_datasets([positive_results, negative_results])\n",
        "# sliced_dataset = sliced_dataset.shuffle(seed=42)\n",
        "# sliced_dataset.to_csv(\"sliced_dataset.csv\")\n",
        "\n",
        "# print(sliced_dataset[0])"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "ds = load_dataset(\"stanfordnlp/imdb\")\n",
        "ds = ds[\"train\"]\n",
        "\n",
        "negative_results = ds.select(range(2500))\n",
        "positive_results = ds.select(range(22500,25000))\n",
        "\n",
        "sliced_dataset = concatenate_datasets([positive_results, negative_results])\n",
        "sliced_dataset = sliced_dataset.shuffle(seed=42)\n",
        "\n",
        "for i in range(10):\n",
        "    print(sliced_dataset[4599+i][\"label\"])\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 733,
          "referenced_widgets": [
            "8d09d1eddd084f04935e8c985e94cf52",
            "9a2fe277b469421fae629d352c5a4ccb",
            "b78dce58b4b54e0794bf3e991782c80b",
            "9ce8093d823243848b78bf26f6a0d45a",
            "2567f962d942440eac6284e0aa885d98",
            "1baadd0402a64528b342a7108aa2d304",
            "2c06fa6f9484467e8b94c7b42e864782",
            "a4f5849e420d467ab6b7fa1937c5e4ba",
            "3ffb47937c4541cca0787ddfbb0c51f4",
            "8a9aebd319094c3889adacc3bd4e614d",
            "d4a58471bf98436dabb1bb7354602db5",
            "6362fa19913d46eda654800c2ec13580",
            "4a6f0e891b904047a0de869fd62bded9",
            "d635c42361b0464684120e14eda79bcc",
            "2407a366f591499b885c7581681c6048",
            "bfa267ac1ef64b149ed442923d924df4",
            "b58e952819134efdaebfebd764d4466b",
            "280c3f59c9624ab7a2e94d4031056b01",
            "684a7121d9494866a8c05c068aa7d822",
            "32d67aa6bc004f088390df0d4386f78f",
            "a48cebe3312549c08eb7c48a994da57b",
            "f8c977a7e4fe458d893043592105ed18",
            "b42b8cc923234faa81fc045e405cacc7",
            "aed35f5d1a984ab79787e0e83496d80a",
            "497dc076ed574ef5a9cd9175afd9c344",
            "582321670d3041cb95c368e114e44526",
            "4a9b07fbd9184aacb8531edd74257228",
            "78b688cd0da84d918679d08559bee4da",
            "0294a1c2d750424c9ea768a74f45c0df",
            "b0a995c6ed194573a96337d5c3df0db8",
            "6905632dd2424067a0cca198e89658d0",
            "66ad7666a9034b0ca201cd3c1a4a018f",
            "4177a18a0ee54c86aacbbb52d190fd96",
            "7ed3b85d614f49b0b49d57f6a20ecd07",
            "66eff7be511241a29a79d018275045a9",
            "a7a7d856f11246c3ae56050d3af4e4c4",
            "27a329f545674a018dc8632b54222d57",
            "23a6660325ff41a589de3bab0a394eab",
            "df915c96e04144fe8007c035831ba408",
            "a677b56b476148cd9983994b7571ee48",
            "a59368bf01b64c0ea4259c34a02a0d2a",
            "64287b7d44d343b4b00379af23a3956c",
            "d916516e3272411ead72f88b460705ab",
            "13b28436f93d4caba953bba8d3202f75",
            "9513e870acfe4963820297f64d59095c",
            "0dafdbb3fdeb43b3abfa2a01b8e5a802",
            "edab5269b4da484f87e0f9b383c951af",
            "7c1915bcfafa4412bb5f08bb12b38c4d",
            "3e51a958a87d4a088d382c7f46bd2500",
            "26f5ac3800384c19a4737fa7558a1a25",
            "f1381a0beac24dd9a600245639d33822",
            "c0a635d6924e418ea309839c50681143",
            "6f4484442a4f44bd9612f8259c7250a6",
            "eaf038580d0d4ea1bbf1fa4696461f12",
            "6fa352eb24e84e32af0bf765da5159d9",
            "fb225ed5350a4d4e8c39d70a2e8791d2",
            "c0d96c58c02e49a582b3e884381296c4",
            "ec27fdf47da44e5dbe3b40b2cb45e00d",
            "713fc925c55246bab111d32ea3670522",
            "545a83988e174ccc88d4b0c5fcfc00bf",
            "f2aeef6eba2c457bb6be87b03586727b",
            "16bc52da76864f04b46fc196883e3aff",
            "a0c15cc9adce46fab1566426b43626cf",
            "7571c369ec194614ad5f52223e5954d1",
            "459131e32b1f4ae4b7c9e609cf4c07a7",
            "cb3ec5c8d3c248c59ccb4c176b86765a",
            "04514ad6af914ddcae380df4b01f9a0b",
            "acddce0edba940b9b6712c1d5ab884e8",
            "53e55f40384b4b21a91d7efe704456d6",
            "8fe0b5aa882947b7a4c4fa975382ca53",
            "01b7935b1b36466996b01f3827c0a0e1",
            "694416cb89b2413aa41df3782c9a0d64",
            "35b083a5f4df4f16b139dd2068bfe499",
            "495355f575a74e4a93da9994563ca6a1",
            "f188b46366f34e59b0523698a7c94b33",
            "0845e0e4786d47758297b753a60231aa",
            "8a1b2a7611694f7883da55d840752566",
            "3535e4e8d2654857a6d09d7364864abd",
            "80e4e5872b0548ee9fd39dbecabe1225",
            "d7598c94454f4b209f9da78feb7b63f4",
            "664f295beda045e59a06bb34257e1e10",
            "567111cdb66c428c9c84169e15407942",
            "19e123f0317c435f9b99f5303ef8c4b3",
            "5a710ccb509c4ae1a15e049b72219bbc",
            "6698ff7028ac4b63adae5679cc69d2b2",
            "f5e7213538a5458b89079d7e99f924ee",
            "1f80ed9eb0c4469abe0f1a4aa4cb9baa",
            "bfa67b2d6b6f4b568adf8196c47fc155",
            "b0a25ad3b8434c78b925504716262094",
            "d452ef4bc3674cd89b6c991c404b9b79",
            "c9612780b2f342399f1f71750d17c549",
            "fb8b5106ad904e44baadbde97b883df6",
            "e72781e10c044208a04415998b943ad4",
            "246e1429012c4215b0fbe19276daeb1d",
            "6ccb8c4e021c48eb9ff5d98f9d6f9ad2",
            "22032021954d45c6a8d6588b749ad4d6",
            "020af2505a304c4b856d3d531971e863",
            "b106df35dc7b478e81b797e4a6d41266",
            "0e33f6661dea4fab85f54df153ab7204",
            "e6a81915410b43279862ebc902e6367b",
            "27d8a7a1fd7244ec9fcad788da496458",
            "45bfb6eb128c4182b39061ab14e55514",
            "1c3c521a50de48ec908d2b6374eb22ef",
            "fb4a2a9715c04cebbfd4601ddc2dada4",
            "ae0266316d45420d84ae5a9c446297b5",
            "00964f18aeac46bd913f7a5749d98edd",
            "94effbf2ec27408a805d6c88e7c0ab62",
            "58cdc50840b44c8c8aba4426fe2b3de7",
            "ef308c92dd974b5e8b1cb33bfffa1596",
            "19213c476f214da6b2f328e0856604cf"
          ]
        },
        "id": "hZj537M7IGuI",
        "outputId": "cfffbfca-d99c-4883-dcd7-bfb55f2239a6"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n",
            "WARNING:huggingface_hub.utils._http:Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "README.md:   0%|          | 0.00/7.81k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8d09d1eddd084f04935e8c985e94cf52"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/train-00000-of-00001.parquet: reconstructing file:   0%|          |  0.00B / 21.0MB            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6362fa19913d46eda654800c2ec13580"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/train-00000-of-00001.parquet: downloading bytes:           |  0.00B            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b42b8cc923234faa81fc045e405cacc7"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/test-00000-of-00001.parquet: reconstructing file:   0%|          |  0.00B / 20.5MB            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "7ed3b85d614f49b0b49d57f6a20ecd07"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/test-00000-of-00001.parquet: downloading bytes:           |  0.00B            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9513e870acfe4963820297f64d59095c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/unsupervised-00000-of-00001.p(…): reconstructing file:   0%|          |  0.00B / 42.0MB            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "fb225ed5350a4d4e8c39d70a2e8791d2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/unsupervised-00000-of-00001.p(…): downloading bytes:           |  0.00B            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "04514ad6af914ddcae380df4b01f9a0b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating train split:   0%|          | 0/25000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3535e4e8d2654857a6d09d7364864abd"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating test split:   0%|          | 0/25000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b0a25ad3b8434c78b925504716262094"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating unsupervised split:   0%|          | 0/50000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e6a81915410b43279862ebc902e6367b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0\n",
            "0\n",
            "0\n",
            "1\n",
            "0\n",
            "0\n",
            "1\n",
            "1\n",
            "1\n",
            "0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# =======================================================\n",
        "# 3. Função de métrica AUC-ROC binária\n",
        "# =======================================================\n",
        "\n",
        "def compute_auc_roc(eval_pred):\n",
        "    logits, labels = eval_pred\n",
        "    probs = torch.softmax(torch.tensor(logits), dim=-1)[:, 1].numpy()\n",
        "    auc = roc_auc_score(labels, probs)\n",
        "    return {\"auc_roc\": auc}\n"
      ],
      "metadata": {
        "id": "B9MYb-VGVHvJ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "import shutil # Added for directory deletion\n",
        "from tokenizers import ByteLevelBPETokenizer\n",
        "from transformers import(\n",
        "    RobertaTokenizerFast,\n",
        "    RobertaForSequenceClassification,\n",
        "    TrainingArguments,\n",
        "    Trainer,\n",
        "    DataCollatorForTokenClassification,\n",
        "    EarlyStoppingCallback # Added EarlyStoppingCallback\n",
        ")\n",
        "import numpy as np\n",
        "from sklearn.model_selection import StratifiedKFold # Changed from KFold\n",
        "from sklearn.metrics import confusion_matrix # Re-import here to be explicit if moved\n",
        "import torch\n",
        "import matplotlib.pyplot as plt # Added for plotting\n",
        "import seaborn as sns # Added for plotting\n",
        "import optuna # Added Optuna\n",
        "\n",
        "VOCAB_SIZE = 5026\n",
        "k = 5\n",
        "kf = StratifiedKFold(n_splits=k, shuffle=True, random_state=42) # Changed to StratifiedKFold\n",
        "\n",
        "encoded = load_dataset(\"Italo002/medical-abstracts-binary-classification\")\n",
        "#encoded = sliced_dataset\n",
        "\n",
        "# 🔥 limitar dataset (as per user's latest context)\n",
        "small_dataset = encoded['train'].select(range(min(1000, len(encoded['train']))))\n",
        "#small_dataset = encoded.select(range(min(5000, len(encoded))))\n",
        "\n",
        "# Extract labels for StratifiedKFold\n",
        "y_labels = np.array(small_dataset[\"label\"]) # Use original 'label' column for stratification\n",
        "\n",
        "X = np.arange(len(small_dataset))\n",
        "results = []\n",
        "\n",
        "# Initialize lists to store true labels and predictions for aggregate confusion matrix\n",
        "all_y_true = []\n",
        "all_y_pred = []\n",
        "\n",
        "# Define model_init for Optuna\n",
        "def model_init():\n",
        "    return RobertaForSequenceClassification.from_pretrained(\n",
        "        \"distilroberta-base\",\n",
        "        num_labels=2\n",
        "    )\n",
        "\n",
        "for fold, (train_idx, test_idx) in enumerate(kf.split(X, y_labels)): # Added y_labels for stratification\n",
        "    print(f\"\\n======== FOLD {fold+1}/{k} ========\")\n",
        "\n",
        "    # Get raw splits for current fold to train tokenizer and then re-tokenize\n",
        "    train_split_raw = small_dataset.select(train_idx)\n",
        "    eval_split_raw = small_dataset.select(test_idx)\n",
        "\n",
        "    # 1. Create corpus.txt for the current fold's tokenizer training\n",
        "    corpus_path = f\"corpus_fold_{fold}.txt\"\n",
        "    with open(corpus_path, \"w\", encoding=\"utf-8\") as f:\n",
        "        for t in train_split_raw[\"medical_abstract\"]:\n",
        "            f.write(t + \"\\n\")\n",
        "\n",
        "\n",
        "    # 2. Train a new ByteLevelBPETokenizer for this fold\n",
        "    bpe_tokenizer = ByteLevelBPETokenizer()\n",
        "    bpe_tokenizer.train(\n",
        "        files=[corpus_path], # Use the corpus from the current fold\n",
        "        vocab_size=VOCAB_SIZE, # Use the global VOCAB_SIZE from a previous cell\n",
        "        min_frequency=2,\n",
        "        special_tokens=[\"<s>\", \"<pad>\", \"</s>\", \"<unk>\", \"<mask>\"]\n",
        "    )\n",
        "\n",
        "    # 3. Save the trained tokenizer to a fold-specific directory\n",
        "    tokenizer_dir = f\"tokenizer_fold_{fold}\"\n",
        "    os.makedirs(tokenizer_dir, exist_ok=True)\n",
        "    bpe_tokenizer.save(f\"{tokenizer_dir}/tokenizer.json\")\n",
        "\n",
        "    # 4. Load the RobertaTokenizerFast from the newly saved tokenizer\n",
        "    current_fold_tokenizer = RobertaTokenizerFast.from_pretrained(tokenizer_dir)\n",
        "\n",
        "    # 5. Re-tokenize the train and eval splits using the current fold's tokenizer\n",
        "    def tokenize_function(batch):\n",
        "        return current_fold_tokenizer(\n",
        "            batch[\"medical_abstract\"],\n",
        "            truncation=True,\n",
        "            padding=\"max_length\",\n",
        "            max_length=128\n",
        "        )\n",
        "\n",
        "    train_split_encoded = train_split_raw.map(tokenize_function, batched=True)\n",
        "    eval_split_encoded = eval_split_raw.map(tokenize_function, batched=True)\n",
        "\n",
        "    # Remove unnecessary columns and rename 'label' to 'labels' for the Trainer\n",
        "    # train_split_encoded = train_split_encoded.remove_columns([\"text\"])\n",
        "    # eval_split_encoded = eval_split_encoded.remove_columns([\"text\"])\n",
        "    train_split_encoded = train_split_encoded.rename_column(\"label\", \"labels\")\n",
        "    eval_split_encoded = eval_split_encoded.rename_column(\"label\", \"labels\")\n",
        "\n",
        "    # --- Optuna Hyperparameter Optimization ---\n",
        "    def objective(trial):\n",
        "        learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n",
        "        num_train_epochs = trial.suggest_int(\"num_train_epochs\", 3, 7) # Suggest between 3 and 7 epochs\n",
        "\n",
        "        # Model loading\n",
        "        model = model_init()\n",
        "        # Important: resize embeddings based on the current_fold_tokenizer\n",
        "        model.resize_token_embeddings(len(current_fold_tokenizer))\n",
        "\n",
        "        training_args = TrainingArguments(\n",
        "            output_dir=f\"./results_fold_{fold}_optuna_trial_{trial.number}\", # Unique output dir for each trial\n",
        "            learning_rate=learning_rate,\n",
        "            per_device_train_batch_size=8,\n",
        "            per_device_eval_batch_size=8,\n",
        "            num_train_epochs=num_train_epochs, # Use suggested num_train_epochs\n",
        "            weight_decay=0.01,\n",
        "            eval_strategy=\"epoch\",\n",
        "            save_strategy=\"epoch\",\n",
        "            logging_strategy=\"steps\",\n",
        "            logging_steps=50,\n",
        "            load_best_model_at_end=True,\n",
        "            metric_for_best_model=\"eval_loss\", # Optimize for low validation loss\n",
        "            greater_is_better=False, # Minimize validation loss\n",
        "            report_to=\"none\" # Disable reporting to reduce overhead/logging\n",
        "        )\n",
        "\n",
        "        early_stopping_callback = EarlyStoppingCallback(early_stopping_patience=4, early_stopping_threshold=0.001)\n",
        "\n",
        "        trainer = Trainer(\n",
        "            model=model,\n",
        "            args=training_args,\n",
        "            train_dataset=train_split_encoded,\n",
        "            eval_dataset=eval_split_encoded,\n",
        "            compute_metrics=compute_auc_roc,\n",
        "            callbacks=[early_stopping_callback]\n",
        "        )\n",
        "\n",
        "        trainer.train()\n",
        "        metrics = trainer.evaluate()\n",
        "\n",
        "        return metrics.get(\"eval_loss\", float('inf')) # Return eval_loss for Optuna to minimize\n",
        "\n",
        "    # Create an Optuna study and optimize\n",
        "    print(f\"Optimizing hyperparameters for Fold {fold+1}...\")\n",
        "    # Set OPTUNA_LOGGING_VERBOSITY to ERROR to suppress excessive output during trials\n",
        "    os.environ[\"OPTUNA_LOGGING_VERBOSITY\"] = \"ERROR\"\n",
        "    study = optuna.create_study(direction=\"minimize\", study_name=f\"fold_{fold}_hp_tuning\") # Changed to minimize\n",
        "    study.optimize(objective, n_trials=4, show_progress_bar=True) # Start with 5 trials per fold\n",
        "\n",
        "    print(f\"Best trial for Fold {fold+1}:\")\n",
        "    print(f\"  Value (Eval Loss): {study.best_value:.4f}\") # Changed output label\n",
        "    print(f\"  Params: {study.best_trial.params}\")\n",
        "\n",
        "    # Clean up Optuna trial directories\n",
        "    for trial in study.trials:\n",
        "        trial_output_dir = f\"./results_fold_{fold}_optuna_trial_{trial.number}\"\n",
        "        if os.path.exists(trial_output_dir):\n",
        "            shutil.rmtree(trial_output_dir)\n",
        "\n",
        "    # Re-initialize model and trainer with the best hyperparameters found by Optuna\n",
        "    best_learning_rate = study.best_trial.params[\"learning_rate\"]\n",
        "    best_num_epochs = study.best_trial.params[\"num_train_epochs\"]\n",
        "\n",
        "    model = model_init()\n",
        "    model.resize_token_embeddings(len(current_fold_tokenizer))\n",
        "\n",
        "    training_args = TrainingArguments(\n",
        "        output_dir=f\"./results_fold_{fold}_final\", # Final model directory\n",
        "        learning_rate=best_learning_rate,\n",
        "        per_device_train_batch_size=8,\n",
        "        per_device_eval_batch_size=8,\n",
        "        num_train_epochs=best_num_epochs,\n",
        "        weight_decay=0.01,\n",
        "        eval_strategy=\"epoch\",\n",
        "        save_strategy=\"epoch\",\n",
        "        logging_strategy=\"steps\",\n",
        "        logging_steps=50,\n",
        "        load_best_model_at_end=True,\n",
        "        metric_for_best_model=\"eval_loss\", # Consistent with Optuna, minimize loss\n",
        "        greater_is_better=False # Consistent with Optuna, minimize loss\n",
        "    )\n",
        "\n",
        "    early_stopping_callback = EarlyStoppingCallback(early_stopping_patience=4, early_stopping_threshold=0.001)\n",
        "\n",
        "    trainer = Trainer(\n",
        "        model=model,\n",
        "        args=training_args,\n",
        "        train_dataset=train_split_encoded,\n",
        "        eval_dataset=eval_split_encoded,\n",
        "        compute_metrics=compute_auc_roc,\n",
        "        callbacks=[early_stopping_callback]\n",
        "    )\n",
        "\n",
        "    # Train the final model with best hyperparameters\n",
        "    trainer.train()\n",
        "    metrics = trainer.evaluate()\n",
        "\n",
        "    print(f\"AUC-ROC do fold {fold+1} com melhores HPs: {metrics['eval_auc_roc']:.4f}\")\n",
        "    results.append(metrics[\"eval_auc_roc\"])\n",
        "\n",
        "    # Generate predictions for the confusion matrix for the current fold\n",
        "    predictions = trainer.predict(eval_split_encoded)\n",
        "    y_pred_fold = np.argmax(predictions.predictions, axis=1)\n",
        "    y_true_fold = predictions.label_ids\n",
        "\n",
        "    # Append current fold's predictions and true labels to the aggregate lists\n",
        "    all_y_true.extend(y_true_fold)\n",
        "    all_y_pred.extend(y_pred_fold)\n",
        "\n",
        "    # Compute and display confusion matrix for the current fold\n",
        "    cm_fold = confusion_matrix(y_true_fold, y_pred_fold)\n",
        "    plt.figure(figsize=(6, 6))\n",
        "    sns.heatmap(cm_fold, annot=True, fmt='d', cmap='Blues', cbar=False)\n",
        "    plt.xlabel('Predicted Label')\n",
        "    plt.ylabel('True Label')\n",
        "    plt.title(f'Confusion Matrix - Fold {fold+1}')\n",
        "    plt.show()\n",
        "\n",
        "    # Clean up corpus file and tokenizer directory for the current fold\n",
        "    if os.path.exists(corpus_path):\n",
        "        os.remove(corpus_path)\n",
        "    if os.path.exists(tokenizer_dir):\n",
        "        shutil.rmtree(tokenizer_dir)\n",
        "\n",
        "# Reset Optuna logging verbosity\n",
        "del os.environ[\"OPTUNA_LOGGING_VERBOSITY\"]\n",
        "\n",
        "# =======================================================\n",
        "# 6. Resultados finais\n",
        "# =======================================================\n",
        "print(\"\\n======= RESULTADOS FINAIS ======\")\n",
        "print(\"AUC-ROC por fold:\", results)\n",
        "print(\"Média:\", np.mean(results))\n",
        "print(\"Desvio padrão:\", np.std(results))\n",
        "\n",
        "# Compute and display the aggregate confusion matrix\n",
        "print(\"\\n======= MATRIZ DE CONFUSÃO AGREGADA ======\")\n",
        "aggregate_cm = confusion_matrix(all_y_true, all_y_pred)\n",
        "\n",
        "plt.figure(figsize=(8, 8))\n",
        "sns.heatmap(aggregate_cm, annot=True, fmt='d', cmap='Blues', cbar=False,\n",
        "            xticklabels=['Predicted 0', 'Predicted 1'],\n",
        "            yticklabels=['True 0', 'True 1'])\n",
        "plt.xlabel('Predicted Label')\n",
        "plt.ylabel('True Label')\n",
        "plt.title('Aggregate Confusion Matrix Across All Folds')\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000,
          "referenced_widgets": [
            "a357153444ae4c9ca1174bac1767581d",
            "e3d135747256453bab82c1b59eba9a53",
            "27f36d0e9ce749109406717bbe551871",
            "5eaf89d0cd4f471f816b1b5789af347e",
            "220da8255cf34c6ab1fb84763bf9c6b6",
            "5700d6db50ef4606a64ab6fe39abdd7d",
            "eccf9775df2647cbbf5d7dd1f73515e9",
            "21f13a25ae3c4b19abd7cd130c7513d6",
            "f68684bf49fe4eed9876415ef3831acb",
            "e209c3a98c3841fcb6d04038c8d4431c",
            "a2ed4d4a2616486f88108246b1cdfb39",
            "812e1f048d9449c3b62db7cff78096fe",
            "1a9838ed67af4969a13867ac1231ea12",
            "5b1d39807ed643879be55f53fe9dda88",
            "a88c9dbf93a6474ca369b62fe47b2eb5",
            "7322cbe1e98841b79851cc3aa66462cc",
            "3ef2ce2969e34e9e8b9b0b338b1b5376",
            "c3c2f9b83cea468ba882f67363bafeb3",
            "942756f41b5a4d6ca3177bc31ab8a1d6",
            "a6365695e0634b09a1fbf91f6092c6d1",
            "55657ec29bcc48c0a911f58bc60c22aa",
            "86f6d16b54bd4740896384f7e93326cb",
            "36735b889b264a7397dcc01065819d05",
            "7ea094966b474d77bf8158591cc6603e",
            "534c7261f7d34c57a9e817570680527b",
            "fc6a5cc60b54474a94323e9300d95522",
            "01204d82ad1d46dc9e4f90a5ef5a4d38",
            "5518d9c26a524adfa8129a3dddc720bb",
            "f6210b0885b04616bbbb0139d1ce72d3",
            "a641604e20874978b0e0bf709fd9fb73",
            "9b93dd29a6dc4fc299fbba57c5b286bb",
            "e2433b86dbe2424a805d68a54b8d777b",
            "d3cb859636f44d5cbb54688c588e4e53",
            "a1d967a5fef1401eb66dff0a8cfefdca",
            "765de9e9b53a4595995175df37b30e10",
            "e617372f2d7a4fb1b23e7934560dfce6",
            "cba92f809391498e8c84aa771ecb6f56",
            "283568e1994242b2a6dfa6796c2991a4",
            "26757cfb24fd4a18a4c8588291605ed1",
            "4f43e83d791943ee880e493c2b9c27e7",
            "accdcdb3666b470887836d8299ac194e",
            "2554c632044048b3b6742725aaadfc42",
            "807d7f6b142f4e86bdd1c606b0194b60",
            "7a38e0cf48114d6b9c573db67ee7f075",
            "4c4e3f75785c4b76a440e13a5f696160",
            "1a8fa490fbfc4c628e807ee22103d20f",
            "affa1f24c9c84196beeadc0036dc471b",
            "c0226167f3364f93835a73e227668270",
            "5d7848a4ef0b4a098eac37525e260958",
            "7662863504e643d291c088e1178dfcf8",
            "92b700bc1f3e4e3a862979f97a382744",
            "886ff59b66134664800603a2a2f7b709",
            "6f526c02c2c44df6bdae8f0dd229a3d4",
            "f627544ba56a48f4bed0c3c3bd0d49b2",
            "f35b3367bb9a4d728201b692d319a66f",
            "21b9891a35a4427795a53f927c229c47",
            "4f7349ef36a6419fb18a5d8d0e05729c",
            "0f0daa32a5fa404b8abea15ae5f9427b",
            "037ae05dcd1840248dbc0b9aaf78395d",
            "94e5a7665d664a499ca43b576ef20a01",
            "a4965da25ff542c7ba7069a9cc9195f1",
            "517158f38689459b8cc9e43063aa4e47",
            "403642de031b4554b59b3188654e42dd",
            "0534b342b8f74b7dae37e9bae8cd985a",
            "5ccbbc1f39204814b942bd3274fc3b1c",
            "52f3c53e3221494a9e161da4557de2f6",
            "c2f66da7d54c46668e86914304c5d05c",
            "f7395bdb64f4424c8ba1f466dfe5de15",
            "e53976210fa14e62b9fc65d5baccd02e",
            "4c4befc1506d4ed280df25b1ace3923a",
            "81437c776bb445b19bbb1de9a0507c25",
            "4b3357fb66de4583b7d2da9c3fedcdbd",
            "ae133f51c76e427b97d3caac0dc8829f",
            "4e863256e29e407194e7ed9c0263ba71",
            "6e2cae817dd24a4d8ea973d1104c38b6",
            "48f18a7f4bcd42a5b8d08c681ef30262",
            "a44df0426af44442abfe60c61a3770ef",
            "b2ed8826832d44689cbe6a6d19a4b738",
            "0088f54e83d54a7aad4d4f0803546017",
            "d6ed22349e114c16994613d028621b80",
            "b436e7e1b0ba4ee285deaede39316605",
            "85ffaa14e32c4dce83137c64d805a54e",
            "61213155d361453f8c86711b9b84ee02",
            "63642730afa14f9e952bd0fbf4a950fa",
            "d0c6bf8d435a43c6b36e574ceb2ca120",
            "964f800963a641028fa04d60376f1c31",
            "c66fdb337f9240d3912e64c0118652d8",
            "8b64932940ab4a079eab87ad688c4a26",
            "e8a0ae150cb849298c90a48ddec15164",
            "de499d4d486142d4a3f2058fd30e4704",
            "d1be2d68d62d4a71bed3dce597d444d5",
            "a2798f1d3ac14e229a00eb47d42b1cbe",
            "acdd99b9c7904239926572d5b5f24be7",
            "ae3d11e0002f41bc942e191faf83025c",
            "965b8d9635014c55af9e7238abcca0a5",
            "87a991a962f8472aa11885ce162fa918",
            "d286cb1471924c9ca1ebfaed6708f550",
            "c9612fa3271545bfba20096acb9dccad",
            "f3c88e44001a4956bd70984553ef91c9",
            "b9d0ad3ad9fd4955a740ee10fc10f821",
            "3df872ae39cd4950959f81f3d251a203",
            "2f23f841f1114d929f6c75259b06251a",
            "67cf311325764c56ab0eb4e39c9eb500",
            "35842b74054b4b838cdc0891b09ca177",
            "977ea0f059d44989861310f13a3b0472",
            "d9ea889c91d54faf92315b3ee1c0154f",
            "89cf03d4285a4297b4b8b6e80152392d",
            "7dd64483666a40788e704f3d81e1cfa5",
            "f65439ef64364ef1b2f6d72acfe1db5b",
            "2ca2706306294a65bbf09db5f08ea516",
            "9a52d19f0be841f3b1d8a371e99a17c9",
            "165f2cc99d8343ff904c30bac202a5d1",
            "a2144f78ef1749c09dbf0b4dc3225561",
            "7aeb4f1185e2408881d69ac3dbad6e38",
            "20f064cad46840cf8cfdd75579e8940d",
            "37d0a00e4d8647d89ec05a8967d76daf",
            "dc378db682b441578ab1fbc2ae517bc9",
            "3e23eaf379dc4bd5a84eddbe36acca4a",
            "958d4d05f3d04a069d7ae4f502063fa5",
            "9d5407d0d7864507a876452939dd25de",
            "1329d7961f5b49f4ab420d9941e1cdd6",
            "be937e07fa674a6cb49fee8ef5100444",
            "0fe1b49965764df49193f94c3a4ce7e3",
            "8b905e75608c4562a94396a63c3328fa",
            "6586e42ccf0348a283c6474de41bb9a6",
            "fdc4eecb1542475bad39709ca888a407",
            "69a7d1c8283a47ab9c4650ba41de2d03",
            "f0d261d4a2cf4f3ebab964ebcbdd0feb",
            "e863a872a15d42ff992a5e2f34607119",
            "7d5f1af251c446a587e19793be1a0d15",
            "de6ee829a5304f658e2f057ce36f38c3",
            "997250bda4e24e4da89c5a6c7feb9295",
            "d4c98b45460448678001baa5ed46bada",
            "a46983552ffd41e49059d6be7eec0b54",
            "575f31763dd446dfbcf443bed12a8b9b",
            "fc6e7b032cb640998480315d2eee58b7",
            "670396cd395e408ba599f78e99bbcc6d",
            "1075ef0fda514ae49e0d1d1262b3d576",
            "7b95c5be6a614328b05b6fd498abe046",
            "f7c54084c8764464b754c264f845843b",
            "068b0779ae36413d88fe5ccd3571820c",
            "6fdb470e649240e9ad33b8962ee38e2d",
            "dd3064a7698a46a68bb0f2aefef8f059",
            "0b325f13f4fb4c4f8dd6529d5a57c6dc",
            "eebddb32ad474ac7a03e69b0f137af30",
            "74e51882d85e43a9adb72dd558a0cde4",
            "623c7cac59ea469c86e6830eed60c75c",
            "e26578ff8c9f49e099252be783c3116a",
            "4795bc9ca7ba4bf381f0b3cdd708750f",
            "322442f3ec4340249e8aa0c2a2f9a294",
            "1f0492a4c2f5473bbfef040eb6560ed3",
            "ef8ab0bbaf0e4b14b7ea7f6cc899d37a",
            "83910c742e294bb4bd79b1563ef8b010",
            "438b96897aa645c3acbe47e2123cd814",
            "da03d458060a49ac9946d056005f22f3",
            "51d6cc4b028946069314979608ec0199",
            "ce62e637f06541659fa63c1630427929",
            "1ffe4455098041a5af2ae0183eeccc66",
            "f694144e6034425f811542027b6f6087",
            "bb750dd25d5d4d2bb2bc8acb230e9acb",
            "20b0be8001bf424482579f9b1109725f",
            "f32efd8578ce43f5a55f83de50dc2a0c",
            "53f3a739909b4bab997e469ea96c0dcc",
            "d81af0f311f14cf0a9ad1168ac899311",
            "30b2977fbbc8417da6a4a0c16bb7deee",
            "3c462f1e9f9041b094aa098b75389b20",
            "d528ed01f21b447f993998a2be407eae",
            "f6917f4673fd4c3ba3112881eb784b63",
            "f822fa4cd14945da98dce1db060c1686",
            "6f7f5e2d309b4f1d853d6eec04e8fe67",
            "6c721db4268a455fa3fe2e09b950b79b",
            "609a068f87ad4508a6e93b512371b959",
            "bd00f27bcae0446ebb4638d6d19c498f",
            "3427c3d67d4944fea3277450a7a7d05c",
            "345e926a41364e9090fd6f57e0af1c88",
            "4112c91028874adbb23e3968a974ad85",
            "31404a0546574fee82905c86a45f4282",
            "49885f56da1040b7919c7507bbb2ae29",
            "1fe4151e3513486d926e08e82b77bc86",
            "2951a73762fb408fb1de9aa94a2d33ef",
            "2510b2fc6f3a4b0ebca4861ff005795b",
            "3b5c2cec9028415a8ec9f7f7e792df7d",
            "14902f9e573a432790c468d1af1c3513",
            "72a02e0c7eb248869e1995ab63ea22a7",
            "a5e36547736c427aa08984afd45b3ac1",
            "cd8cb68d548c4aa5837cd072c7920998",
            "6a810f91dd574fc4b959541d5bfed221",
            "fb9c6d0bc2cd4ede94bbd4cd9cf6db03",
            "53860ef9cea64f9580ad40876da8b6b3",
            "d76052c555a747718f081aa31e340e63",
            "5cda268e43514cb2b5c3373e3a0c0438",
            "47f32e8dfd01492f9f8d1de2d313129f",
            "15be5c98df124e3693dbacf8e5ce4f73",
            "e2dcee988ecb4d36aa33e1d17dc174df",
            "f5868de4cc8b41b5b4f1819d953ddbd1",
            "fef181db39ba4e0b8ae5b7a375661108",
            "e668405aef384dba9c5bb3cd6999b7bb",
            "2de8416017c24c26a268c5dba1c410ba",
            "425e40a19ccd48f6bd3c859fde0acf66",
            "c7b3a36dfeb94fdb8a1e2ed8d77e0e24",
            "b51d69b48ddf4024bb0cfc90f6565da6",
            "7e1556fcd65648459834046ebc7c08a0",
            "c89ca1450fda498d9b25cdcf285cd79b",
            "9a7cf920428f42289abedfd677ded0f7",
            "ef8086a371064f51ad37e9f3a67753bd",
            "3507b4452829470099e1d402ac495c44",
            "9d7a2f9395384b16b62edea3409a9836",
            "2818d2a1ff6746ccba27af3e1aed567c",
            "428e37a631e64dbd8be6baa46bf74ab3",
            "fee246f17501410b9a3d75b338347328",
            "7a30bc48f86a4142a20c2cd3dbd80286",
            "2f891fbf78d844229fa9e27e8d8f5dcb",
            "c605a49a8d71420eaf1e2a4cfb9272f2",
            "a0b7b2f792c640478629f8a36c3562ba",
            "4e91ade4bec04cbb8ed97c82a8a07ef1",
            "dcaf0d2a4fff4a35816480cd8e1e154d",
            "b19e32c6bc1c49c7b8ec839b2f96d1c8",
            "d935bb1d30a64ef8badc6782bd25cf97",
            "121778f1996e4999b9ae994611efb1c4",
            "6a5bf6eb64fa4f78bd35abc410bce9bb",
            "8d5ecfaad2504736841471bc0a22ccc2",
            "76ee2d20cde449adae11b690ac727cc0",
            "ff30c1e16c8a4c8eaa0e8694a9b4bf31",
            "c472975bafbf4459b716c4bd1dd63ee5",
            "914fdf08316e4b54aa3e7f0fbc141f25",
            "04af65be5ab54d12b2ac565dfb974aa2",
            "3dd42c69633248bb8a12235ee8a64d98",
            "01379739d3c94ada93340c483c333e66",
            "0cbecb0c8ed34d6ba95a5f13b259807c",
            "e4f8b82ae4e74a1dbea07116a1d06d43",
            "51feb170fa984673b2c96c5122640264",
            "8d5acac0a9b04119b40eef11ecbbd10e",
            "4fa88c58b76e4dbc9c4dc21eb9f526d9",
            "f6bc3822108b4c33a5c82b24c7735ccf",
            "659b2c54639145fe968d7e848ecfee5b",
            "f1b64adbd6eb4d4784d731e063b2dcfb",
            "7443c116025143f89d7bfa4be9c139a8",
            "e132246e20734dcb8f668da73dbf8bf1",
            "7d0420c70d624f2d8d433d3525cb70e8",
            "d7b905c24a2b48ca930af3f5e234e528",
            "b30b9dd55e8748ae93cd2e311fcd4776",
            "da2cc55513394bb7bea468c2edb43401",
            "2c3b5ada47344e8c9a806b4d5850e921",
            "da5e66f2f5bf4efd9b86d9a5407339a5",
            "c5890ff03bbf40babbadfb860555f024",
            "fed16e7b41454362bb841a425497ab53",
            "39aba2b0fbdc4935ba24a3e371609890",
            "1db94c2931b746c1aeb01c02e1ab5b98",
            "e6d4a011e1144da5b069bebb76e9fc6d",
            "3e6778f81bb644e0b28e3da847ac4778",
            "9274698bdfdf4b5e947c71a01e0e9713",
            "d7f9899cc25d4c20bd7826aa4e420c6c",
            "3e0561e3b020456dbf64d387f63aaa6b",
            "98531e660d4e4fe4b92c02fce98d8bfa",
            "a69db46c06a6484d98de327a60a4b300",
            "293eadc8760441c3a3e1006cc7f2b02d",
            "4d83c863df664f10bbaa6b45de15ef76",
            "3caf8b24e09b482888626edfb19eb900",
            "5dbad70ed7e04a6682c2545a2c8a3c7b",
            "fbfdba55c0254b1ca65a8a0f21d15ef9",
            "d720489dcfe14ec0be6ef03a247e08a4",
            "46ee0fccef904fae9966a8592a604cbd",
            "c659540514d540daae42333643dee87b",
            "fa37706eafce49879fbf71b1417c2050",
            "540ecb849181472cb78c1a93253a3289",
            "d1a7d5a4f7424c54b925f03ba6bd9933",
            "cbc44e77c23e46b8abeaf7c535db0ceb",
            "a12fde123d0c412b8dd36ae5cd1f87a6",
            "c81491726e8a4ba88581cf32251ed6d0",
            "8ce35f59ac574de3a56748d591634546",
            "78c30c8d71494314b3f680190cca917b",
            "442b9093b5e84840ab63210a3a8ce3ad",
            "ddefad9e9648435983d74b9a1858cb35",
            "66bdfc1993a243f0ba513e5f269df4d0",
            "8b853e8f9a9f46a9993c3b77c6a8d84c",
            "f1adcbba1d49446c8acbc6b7dbd71ad0",
            "7915e5f09cd242e1bd3b8b257d346e96",
            "3469f26b01264300a2e62f98000ba3ff",
            "d228491dfd52455a98b35501e3f39a06",
            "b02bec2cfd5e4be29fba3970cee47131",
            "f41275e120ec4085955ad9c67d56e752",
            "ced43bcf85fa4ed1b42c44353212925a",
            "11a13bbc13714063bd4e6c1715d7877f",
            "8edc6f28c8db4baeba0c2de38939437e",
            "0c13acd80c7c4f519e8645bd5b9cdfd9",
            "889edda6b13b4dafaad8c88bca104010",
            "01dafb98f54f48c5922dd60ec8157697",
            "3ac88d0b3cc4402292bad88ae7dd87e0",
            "eeeaf64812ca40a694781a24be46a33a",
            "987b4f04af28467698404c6c1f8a5a09",
            "352a09168a4e4112b8150ec5d633abf4",
            "6ef5a707defc459bb35d315859706586",
            "b4afaca8cd574833a867cc73b3df952b",
            "d22ef078195a42729c74bde2e3622397",
            "c04786977b1d403aa036b0755b78d3fa",
            "7e0ed5332bb14db58a407c3ad554db09",
            "f3fce15ddfca47df9997fd118f5a3c3a",
            "0c825fc33a1b41b986682afc52e89d70",
            "6086c134d8ca42cea0b283c4cef1f005",
            "17e11885f6a843d5b53bc4050c021b01",
            "437646aa82bb44bc8fa7b2c836e9e047",
            "24a38f3ec17b47da8a16b706573e3e47",
            "b2e0614560da4a26b37a5c890eba29b7",
            "3f79a75049534504818592de7996351b",
            "edeafe3817d74714a1a2d9bf7219f177",
            "5b482927e0ab4e3ab07d0bf4c06ed690",
            "45b84f7963534c20b1a8472d01503603",
            "8658e0b5ca5f4e1191350885619e5f77",
            "2c0d4e5acadb459b9eb73b426a09bfba",
            "ebba9bced4cc4fd88e3f9a7474ac165e",
            "9de008e7a7734aedaf962faca1062e7f",
            "bd134daa815744afb2e20b2d251f08fa",
            "7f19eae5fcd04c99bde25a75b7dbb282",
            "a4a3553cf4884855aba1772ee51058a3",
            "8128b1a0a595455e881b74b5278cabbf",
            "24586c2da23d457da10aeb9d9d3d7eba",
            "6a5b6bbbf8114195ae8ddbfee3ea85cc",
            "80e088406a1b4f98bde20a8dae36c863",
            "d75782b1d5e848a3bc8427df9575f763",
            "73cdade4087744658bd79d8ed173000f",
            "059800fbdccd4afeb35e40414e03cb29",
            "27a5248822e84d58b8e72d4fd03b8cfd",
            "9e0a9d56361b4a9e97c10f228a63bc45",
            "ef4b84412f59425688887d547b3d5bd4",
            "91f4c9403e2c43829899e77b7c0fa079",
            "d47a7a86dc62465e8ba97e730a4821d1",
            "8cd4b56258654b6cb68844a1d218b3a2",
            "a49acd3dcfc44dffaf003623fdb7496e",
            "71bdd23d61b84312af5b77d3bfff69fe",
            "1ea430c9b9f14ea9ad905ff5ddaa077c",
            "70705c81a067460c967c8ea880656e5a",
            "a9b99877fb454505a7d6d121bc9f6429",
            "4fc6a15b859f44d4b4daf9069fda84d7",
            "4b7e5dc949d44145b2cf7af5f652f43f",
            "12ae3c545a2444d9bf1b4c04dc976dd1",
            "506193489d9644018e48d1c84c7ab66a",
            "1397d205f843409592e53b766f9bac10",
            "cd7fe6c9fc5f447e866eaad3089093df",
            "33965e2f5e7042e0aa1f15669677f96e",
            "193c1e02581e4816aaf44490dd6b0545",
            "084ffc1961344f56a10a501dccaa71cd",
            "8f18fce5f91a4b7cb30c9d039cef859f",
            "4e3a3d34180d435d847faf81bda4a3c3",
            "5b90299786e140cdb9552c7196476399",
            "6a1d09ab0774465e8d3f3b748dd7b2f7",
            "1628de1e2f7f484992632a8e8183adba",
            "6f6e041348674c8faedfc87b54fd7464",
            "4286be3633014b249f53a984ab2746f5",
            "125212bb7a9a4043b06fecc3ed8c7f79",
            "f691465962c246cdb64591ef05a6b606",
            "d36211e098ac4adbb683e9376fe4cbba",
            "9cdd20b673f24b82a71e2f13c7030441",
            "058caa83958244aabf7dc5e7894b52e1",
            "f78696c15b124eb28f98b60ebf2a3db5",
            "35204bd0d2d2424480a5e8e7a1339b6e",
            "78cdf9bda1ae4cee8f33804964037c9e",
            "a0320b17d22c4adc81872d9e3a3eba18",
            "bc7dc461652842c4a88b518e4a198dba",
            "6f35a661783245e8b642bf82d5e63584",
            "f696bf140c4a4068a8a4ffbee0509d63",
            "53fd1d88f6bb496e9b22a6e79aa12826",
            "5142ae46f12a45bebf1b8fcc7f7c61a4",
            "d3ca047cee3a4e2298dd817b9327b43b",
            "9926c278c85d4fbbbe0e29f1b65b503b",
            "66476994167c477b8def5349405e7cb7",
            "46711fb763c242a6aa0ee4d5c277ae63",
            "d41cc7df8d5942d7bbe3891d2bcfbb8e",
            "7b77687c65f44b898447db4aabe656fa",
            "a55fa58dc21344c4801a7fcd66466fc5",
            "a4c234b6d9a64b869e576837e064acdd",
            "68f4e86cc8e84de38b006c245f59da16",
            "437eee4bdd3142cc8dadbefc7253b1ed",
            "54d9aeb3ed66486caf1ddddcadc0c07c",
            "e2dea10e1665470894690fc5a840317c",
            "c8a9441c2d664e3f82be8b83b353a859",
            "98d0ef951df64a1abd028d52bc2b34f8",
            "f0d68315497c4e38a91361fc4ba0a2e2",
            "4431e139d6d94dc2b91dd1f673f46c6b",
            "70de9c2ba7ca4c0ab8594375d994f41b",
            "858972d6c8a34497b115ae32410078c4",
            "7655a2cef28e434996521b77f3c94c7f",
            "9562cffa8ccf4aa8965ecd11afac67a5",
            "8db956730a564732bc7367ded99ae119",
            "b9eb791174294060bdda422da8bf55f8",
            "2feb999b59df4139925ae7b9b7aaee23",
            "f3a66fb6943940048d46a2c047234e35",
            "aa30e61e89cf4b0cb6e93b0678141a5c",
            "fc3b9639cd224090ac9facddd96694ab",
            "a92d41b6e547498a94d7e481df839408",
            "4f5bfc879d024a9bb4ce7b61b548b539",
            "43ac77e96ec64d60bd27a7f2a4bd3f3d",
            "7296e0f0a3244473ae528e7403e9d501",
            "4020db851a6b49ea878cffc4ff2d1394",
            "4b7380aa251a4059a5277184120f3662",
            "e06497acd22d427c847344acc227a8a1",
            "e8351d5123154a648fc38c6d7ef10a55",
            "4efa47110e17415abc00b302b305fe7a",
            "830b2f2876f7464c85385dd6c46d3475",
            "7eff51edcd5a4e2db58522a9ef384384",
            "37210a9ec93c4604813f950cf89d4d6c",
            "2a2daa6e44f0418aa84fa2521757ff7d",
            "abe00bfd004f414886b587aece0b2bb6",
            "dd3b3f170cc34052a00e3c5fbb2e208e",
            "938b7870237145078a4deaa5e6e074b8",
            "6772d945e8584c6cbe24b99890799c85",
            "99d0b0de87954854b0c0f981a19dfd08",
            "476d73cc80ac4dfebbb04169f2d05aa8",
            "5c05c66b61574255ab59fe8a0587992e",
            "20ac58c2d3e7411584d54088e3df5aed",
            "77928582edaf459fba7db7a355914304",
            "5729b0544069449da0e7fbd92c4180db",
            "52d10859473e4046b58dad8c0c0712a5",
            "313025232e0043e58c0df6cda323f270",
            "a358f55840a340128aebbf941ff5a154",
            "40604989cab4436dba85c5d306ffebdb",
            "2e86b983009f47ce96ca1667e36188ca",
            "afcb14ea1f624dc294da1bc5cde90961",
            "e3e0231d321646038519f5b9d8157346",
            "e2fb95c373814d8c9590dc2f25848b4b",
            "407fcb69af5b4ad59060eae1cb6172d1",
            "5780ef6920ab44e8b8fed1718b6d3d04",
            "3b53b9b65f904ea79d5b7eeeb9a644c5",
            "15fd7c0cc9704afeae48da41d1b93202",
            "ae3568e4aaf54aff9408553cb43a01d1",
            "db7f5227d3424cd78c2bd1f0132a76d7",
            "bd5321a9d40d4d98aefcbe0f7fe6f0be",
            "f91cdeca057b466bb9e2575237e7edc0",
            "86a45210d2fc4c379a4bb93cbf8c5096",
            "c437bda9892242ab94349c1aa8d0724f",
            "239d3fc360ab440093ad58724cb2d935",
            "b929414e6c97485a8bdba699488322a9",
            "c27e19e7633441f6841b0f3468e0ff6a",
            "fed59fb8d8364ff5a2f4afc6f5f2a51a",
            "7f1db745d4c944898cc0168ed9b63cb5",
            "f3cd3b6e684a4165979471de0bd2653a",
            "42b05b229daf467ca5e8b58293511e95",
            "14ed5a314fe54224815405c4f6b2c850",
            "ca843ddd313d423794a9714947211b34",
            "59aa3abb5aba44bb8f26d243343a5c41",
            "e767b70fcb0a4a9a87faf3116e1ecdfb",
            "1bdbcebdf05f4546aedd586347d84204",
            "4e864a2bb4eb40c0bfdd13113ac7723e",
            "1c72ec13625e4aa3a1713608bc03be6b",
            "5893cbc2a5974fc898301af654fe7a62",
            "84acdb58f68e43549e8891b47b421166",
            "1f55a71e0b8f425f9c6a665644a47c7b",
            "958e6fc879a442d6b21572941026a743",
            "5b46ee35c273475abb2ab6cdd62d9d3d",
            "b37f92b345484651b0b4169105be84d1",
            "8a5dbd8b30804728b0367d5f243d649c",
            "0d9c01f184514ccea890004417c95fd0",
            "96df3203de51497da60116f7330e08dd",
            "b53b273add46497d842d0db32507203f",
            "51936b69c61a425e89d8ef314ad0c3cd",
            "80db2a1c13fc49cab7d115fd13647a61",
            "5245f607a061428cb4ae08d426f5fcbe",
            "0f2fef37dccb461d80185fd3a3ec15e2",
            "ef712ddd8ec049899861b7e3f9aebc0e",
            "bce8eb6de4a442bea3c86d38cdeafb69",
            "4f23e3226c7b4833b8bee319e31bb147",
            "3b8773ced95b4f09a948d2f237fbd115",
            "ae3420210d51475f803139b399a75731",
            "588682505d174015aaeeb201867ecfb3",
            "94e87d0809c14684b533009761fa08a2",
            "c1ca7ecd2ff24ed1af16fe50b28ed284",
            "f02e1fc8e4ba4252b13fc8f3fc61d783",
            "b8d3f51cfbac47d78134a436a3c9a8ff",
            "bbe87a13e27a4333a5ee228ce5aee279",
            "7e21f417c1e44e55bee27f98d7f18935",
            "3a708cc84ab648f8b151b469b16dfd46",
            "bdaae9006c7a4014bca5b7af17b3c3cd",
            "cd1d74e394584636b17501320f7d3f07",
            "8680ca455f7f4669b10c26b0e54f8168",
            "4799d2596387427b9709f8c1ee80484d",
            "c5634ae8713e456596a3e09f7d5fb5dc",
            "23004317462641be8ddc78a88abca3b7",
            "d3bb38c30d8149d88e7eef837de6430a",
            "1099c43e37d24353b90975819ccb050c",
            "8c1cebf079ac4fb4bbb30a4e8de29e6d",
            "fc3d7cba239d4ff3a0b8eb4c22e791ca",
            "36713808310e457e80cbac6b88161418",
            "de27ace391d2444182ef280484614aef",
            "6fe9d24a749d432eaa4af352138eb6e4",
            "cfa7257318be4edebad8fa76fdaf463b",
            "3ef1802810c748f1aed8f1cd47fa112f",
            "a090e6893c8f4710aa28b5ecf91b3301",
            "7e693444ced743a3ab68be42a22ed7d1",
            "e88fc20d8dab4101b5e4e0a3090e0b8b",
            "e719985544e244a991a1e21ae3a08447",
            "93eea27b48ac46c683a4918ce7c9df03",
            "fa282417db1d4d588c20bfda6a968b46",
            "0be98e058d3343a5a0d86c763fcb978a",
            "94af35ed9ea448f9a4d0b4a2585ef3af",
            "bd99545d80004af9a4dce9ce05c0945c",
            "ef55f81e8c044d26b85eeaac41062db0",
            "0754a5295a37469bbb53ac3694feec46",
            "173de90204064f4d9d91ab9dc2ec5a4f",
            "8cf4478d8bae48988c61bc75aa1f72ad",
            "9ac109fdb7004917ad6bfe9c885a83b5",
            "2d8952bc70f9417198f08eaaf93bcfb8",
            "2c85b3cfff474eeb9065f317458edcd4",
            "d96ce3ecca4c4a6190987c3433894802",
            "9265d1f8a1314ebca1c301c1f0b1fd3a",
            "89a4126f703f45f3b920f999cd7bfc0b",
            "d255044ede1248848dc349acd1b922fc",
            "a47575ba4a8e46cba2b49d33afcda3c4",
            "16c094703410473b9d067bea62d63bfc",
            "5cacc3ce1cac4d6b9248ed6e1bc50d13",
            "cb1b37337c07457692b483c61d5365a3",
            "111de08010e641ad8a0fb7a1adb7ec30",
            "1300a1b1bdd24cd1b1b91855f58d6d54",
            "ceac05b487304b6881c7623029174b68",
            "e498512b2afd488f83b91c5a0050689c",
            "272dc26853e14a46a1c5e8c955e0f14a",
            "30fd0174e8a4468eb12a938644cc78b7",
            "677cc4cc4dc348ec8314174432468811",
            "58eed44f93854aaeabba854f899f2d92",
            "b599a8a3417b4f2c9c0cab54e348c4b2",
            "ba6953e4f0e8459fa37171a91917eb95",
            "696398994f484d008a8e88b7fd0df346",
            "67c4443ed7d145399725df044f010c88",
            "ad655a6523d945afa1989fc2c94a4541",
            "e473860a18744288b70816ba67df6d85",
            "c7095754445849c79c170941e4519aab",
            "9cfe0d4231b140229d3cf018e5891d70",
            "0f47ba2381af451eb730f552fa2fb920",
            "2053281932df46e58fbdf5755128f0f0",
            "79c8dba4db2d483fad68fbdb969d76f1",
            "16171a53286e48c6bdb091dedc6eafa3",
            "1a168da9648f4b37ac221d7b099a73fc",
            "ff642a833164490ca2e92dd8b2788fca",
            "296363ce27a0434da3ad4dd3deddf325",
            "2746dba1433d40418d149ec1c527c4ee",
            "c6b6d5ef1613411fb80c9d3bc340c6ce",
            "d6b0500f45464941b089622440aacc15",
            "90a8a5a91a4c47afb772ca3359545848",
            "286d39f73d9a453790e16ae9c1b9ae3e",
            "d0c833942a024e5397f074134b4119cf",
            "c6325dd12a0241b4966abed2eb29a3f3",
            "0c08ce2ebd3f4ddabb48cc479e149ec0",
            "15b56e43c2ca4992b3764dae9d13c472",
            "b488d1767c1045988f1d27075f7b4d75",
            "0808ed5b182a46e6a6538a1d45e70502",
            "17e585578ce44a0297ebd5c6de014d83",
            "4e1810246f284219af5d4ddc8a82c582",
            "f361e2936d9a4136a65a988cb79084c0",
            "ae5d6ee70da7457f83e6ba3a80bf1584",
            "1d598fbf59f24135a299cb71ad1701b1",
            "efe889cb9d8149be98cd24de16638e99",
            "7bc4a0210df043acb32314f5203f9c01",
            "35977e55aa684a04b2c671d37d3b2081",
            "0898b836025a498c975805058e845ec1",
            "8b3c96204d8c41279395a68e256ab55b",
            "48c8c21058494cb0b638436bb0b388f9",
            "d16d4007bb5f42819078a01c815d1c21",
            "47222dc29fbd41f78a5c22469c4d27e5",
            "ff6f99120a274fe08775e09e297f8f40",
            "bca93eb753014859830340d26fb06e00",
            "35a5a59a2b694c3ca6256905b78c0ec1",
            "eda5282175c449568b37a7dd2200af7e",
            "4458baf35724471393e42ca923fac9a6",
            "0201f25d6b33485a8fabf8c68a152fbd",
            "b467c8164d97477c87e3260d299fa085",
            "932c43a8c9364d2eaa150525596bf122",
            "f6d00960fcbd4081981f62dbb0dac251",
            "286c46455a534e6bbdc529e170428da7",
            "5802ef6de6e04d8694fc2f9dd44bcef6",
            "d868508be57740d88047a45e0e5c9f59",
            "970d4489a6bd41f5b9527c50ceb2b1ad",
            "40d70eb7721440429c2c1f6d90bea9a7",
            "00cfae3d446b46128d3864517296bbad",
            "da69f1b709f5409284da60251320af43",
            "a762d893040147cd91cf08c7817cd14e",
            "bdf6ac3c6903497abbf8ac5ed4733a43",
            "dda8e39d87764868b2fe77b2c1c7c006",
            "7e5fe0a5b65c4dafa72283c6dfb1a4c8",
            "51abad42d7b84e0aac6daa1e0cbb1cb4",
            "3b29ddd4a653459dab5133dfa64bd398",
            "da54027e5c704983939ce2701184136c",
            "071194ebd8864c03bb6841327bd649db",
            "e9ebe85fbcd04f2581500ef241f708ee",
            "f184b8390b324e019e5c50dc606ef0a1",
            "503d08c83ab942c494b922014dcb8ad8",
            "a011489387c34683b8e1fc6bae756439",
            "e9b4c37d983d4cb8ac22758e07751b35",
            "6febd5568daf42a2b2c54ed70522522c",
            "cd0abfa00aec44ccb469f4d9f093b84e",
            "609064a50678448a9b92eadf76003e8b",
            "7648935a1261446aba7acf3ef1667bba",
            "12e3d6410ecf49e1b7091580eef85a04",
            "a3438e8df7024fab8d0422d09f7524a5",
            "287ae6d3b5c640a8ad60cef39d3a10f8",
            "4412ddd570454e40a139b3ea7184469a",
            "e0f9e3ce95cb44d882bfa755eeb37f76",
            "a5752f99d2044db2b5139e2d19b5a8a6",
            "96623c38249d47f5a7b749d84f164b68",
            "cecd9ae990bc498aa9d94a9659f06c2a",
            "40b2820a564f433c98b8eee06ccc13fc",
            "68b25b3397884487b116b05cafa743ae",
            "13d2505f2c754d5e9f056b1285e51362",
            "9afa5f7d7a324ca8b4bcef85f0695fb9",
            "b357a178f40d4960a0bd6749d1fa5918",
            "00d8a644bb9a403cbff4798ea65262d5",
            "2440197c3d3c44588937fca3d9a0f86e",
            "842eec4cd85943b2b41f3325a0b37510",
            "f62f26d142ee416d921dc4637462d643",
            "dfc28a084a024458b53cf084fe5f5ec6",
            "fe098db0438c4f6cbda89733b308e3b2",
            "3355b0b2da714be9894c4af0813d649b",
            "b974d1ca273649c0a7406e19a0f1cd42",
            "794c3381dee141bd8c5ce28c2c4ad0e5",
            "18d0e10cbf2844eaaca5fbc54e0b3a0a",
            "162849563ad049b79a2c43460e66dfab",
            "3e13d2fdad474864a918ad0e58d5c716",
            "6f3c236e5cf4469fb675115222a1b630",
            "292739d1dfed44e6b661d242ec1453fc",
            "2c2bc66f084f484b86e2edaac3c59765",
            "9189d10d97bc4ab1b2f79d5c4d924f03",
            "ea218841b90c4da2a844cceb23cffcfc",
            "d6a73edf7d5a4bda88ff22d2c885554f",
            "12ffe9fa9dd74cdfbf8d2dd3b656317a",
            "901ea90818674c6fa70db86517989226",
            "abfac711ef6948e0aa7f74dcac2b8714",
            "c0c96ff79d70479680effd9654cead08",
            "8825b9ebc7c847099beb39f41be74ddd",
            "9fc598a78fba4916bd15af17582dbc32",
            "db0bc05ceb074970a39c35e5bccc16a6",
            "d9033120d0b8410ea2ded74942ad1d74",
            "a1b0ebc88f36451b84a61a953fc8db69",
            "b605f2ef7e674181a7d8408ad1c0bc45",
            "b2839cb444514dc4b51567662675bd25",
            "d696b34d56834ef28ebf2105d541bf47",
            "94538f0ad12a427dacfa39e6bf671294",
            "0dc2e93fb196406e96f4add097a47322",
            "25c8974e481148219a8d058e50bc1ced",
            "5e3bf24483f246caad8d1e27aa6c7c6e",
            "adb74b0423e44e3c8fb0429ee337e42b",
            "db2b3f7eec4c40bf8e2731c14bccbf2f",
            "386c7bf00f7b4f27900a868eb0ace2b2",
            "6deda54035e443d290fa597c5d09d1fc",
            "0fe3d8f1a5be4adca51e926bb823a224",
            "248a121378db4cf79046d5cda22e6887",
            "b9785e15fc9a45348eadfc72d77d5a39",
            "75a1cf6974744209813361f9d884a939",
            "42f0689cc3c349be8305e29382510319",
            "348771d71ced4a41bcf93664f610e4a5",
            "6c8fd27334704c43bb7579c3382c0dd7",
            "b15eed81149449439657b73797959149",
            "efc2ee35a688426e84f1afb06588c7e8",
            "ddc47b13e11d415d868c7342c413105a",
            "fa35bfcefa4d496190d3edee47e6d3a7",
            "01b6dbfec59c494aa0bc633851bceb5a",
            "e899664af5114be2ad5e566620e7ffee",
            "3b097c2628cc4f05a254ad0696aa7b32",
            "e0a7e4b8f6d64f5d90fb48f5e6fe30dd",
            "87ffa8bc5df34fbcafe9bcec1f123c34",
            "cdfc369cf0ae48f38bc379c808a2e6a3",
            "b540b0a806f841fbb8d6c3531646f64c",
            "831d075d7d4b4eba9987a7658c1e5cbd",
            "0b6de7d9f55a4a13ac5d23783b49f3cf",
            "172cb3a22170459ca9d263e2c88a41e2",
            "6e60c2880363417ea9e7aa08472891f0",
            "61dd8be7f97643f683f46c470cba713e",
            "7ab7f43775344705926f88020ef0fe5a",
            "e051201432db43a1af0c77080e62a5c2",
            "d569b7df065c4c7db5a5cbf012a79cb5",
            "44758089d6014cba9148f3c526de05f2",
            "c2a03ead93174e2381dc89fca4422ea3",
            "3c414eb258264a2ebf73e9e817283f19",
            "95c8e1206df04f13b9fede78a0fc6f44",
            "efc60b5f50e24fd397c276dc0ff36514",
            "6d2c3c00cd954b54b18bdfbd4fd1701e",
            "f9f875e1897f44e6ace785669b070154",
            "5b7f2c0d46aa403e894a6b5ae0b6a273",
            "d5c2aa57e37b4f85a671537eb879c6b0",
            "42197bc994ff44b9a4090bf93064da67",
            "9fd7b4037a2545a7be59e41eb380515e",
            "581ae00c8eae44e8aa253c7521f9442d",
            "5ada178f76c142db8f662b736c89f2a7",
            "0c459de0c73f4f978ce3ccaa15905dc8",
            "2a452bdb326343918fa624d56bc86dc5",
            "2198c1c0e679497f8d3e4f1b9b777352",
            "3c775d44c6584b6a9a2fc1af2502eeef",
            "71be9fdd768c43fda3dd9fa6c7d9cb24",
            "a45d4d75510842bb8b3137de7e7284dd",
            "4c0ec4ec251f4bb1a0bffecd1391eddc",
            "6cd8a68e3db441d29f9187d26346818f",
            "4f66127034024d41b66feaee9fa33e49",
            "34c5bac5cd5940bbbc915a20997954aa",
            "e224febc82004bb2aff6a53d8caa9acc",
            "89967fe22f234960a2b5c3bf5a566205",
            "fa974c313e7b4276a37d16287394ee91",
            "f08cb163adeb4072a2d32e9d60c67d6a",
            "50d0d1c0985c472bb6f5b6e0222c7be8",
            "08b3138d2f074596a83505256183f833",
            "18ebeb25796b4947bbf310e8131312e1",
            "bd90a5f4604f437f8c170ba1848ad943",
            "72c5e030cbdc4668abca28695393b5d0",
            "674fffae792a45f191cdf37458f9ab48",
            "02bb0f6eec2346329141a6a6d4c841f5",
            "c4db0d182b6440a391e8ed72188905e4",
            "5d8f5f282f8a4a5d9bccc8cd01870987",
            "a649ec3d611f4afd9b067d36b0940b42",
            "d56873bd39214563905293b787ccc304",
            "03ffb42fdf224d8fb5f68b192f5f2940",
            "fbe2789adc3c443584eab06206f5d083",
            "9699cc83697648f09d0c5591ff037305",
            "00885e22428d4783a25d71ef0707c735",
            "e5f77ae06d7a4be1b49bdf1e79a3eedb",
            "e5b9e14405fe44deb951e7d9edace6db",
            "ca1eec855c724500a47d96570c5a10dd",
            "bd00c8c752ff4f008adaaccb2b19d5ad",
            "1b5c7b36683f4adaa1fb8ea6872f9b9b",
            "fc8d9eb1d3aa46edb80f8dd6163ea533",
            "7937e7badbc449148524b0442a34bb92",
            "cd0836c3caf04bf8a6c2c4d7a419e28e",
            "e533bf1b33294f69887fa7ea03a482e0",
            "9759e2e6cc864d6f98d1ba5b2d8b3c11",
            "e18fb08ec97d4aa1b41dd7e608d7beb4",
            "77bb1ac946bc4a9db63a3cd80e71f946",
            "5c5fc1e9f75a459693b1d683238d47e6",
            "e5975fd610a34ab8b9919a27f943a43f",
            "e813ec1fdd93498584a0f03897692eea",
            "9917d0bc0be14e0e97cc770e6d2cfd76",
            "f12e6d201a6a4d4291e09dbcf5213b0a",
            "633b1cb22ccb4ee0b9880e1774c22ac9",
            "1c4b8caaf52d494895fdc8f72ff1e2e5",
            "6c0f8a4a786a4edda7f3a7f332bc8b7d",
            "d79a771933e249c281e37c89506ed3db",
            "b1291ca9e8cc40b79547edcc434dbaa6",
            "8c511b78d33d45fc90006feb55d9afc1",
            "23c366fc5023488e8dfae09b6f97b1bb",
            "3c3641d348da4c6fa1c0ea01ca16f9e2",
            "78115c6e20d4476b817ea08a47ae005b",
            "740158865a3b4e0ea7a3e4f8a7e20f42",
            "065eed8b78664571b838ee4a26c6efdd",
            "477561fbfb624835add04814b409907d",
            "728f98b4f46f44d8a82fbe4c4e154191",
            "4618a0d533d941e18f49015db7089e19",
            "7ad9a81903804770988f153daadc8c8b",
            "8d051a2681084716b477676890c938c3",
            "dfae803b31b54d09b1f9fdd0fb3caa58",
            "a9d0236464a04a34a00c44e25e4aad35",
            "8e364795c6344114bb557b27428b4252",
            "5704bd2f02114cce8d8364d27fa2a06d",
            "64c40bab8dad4c7d8ea9e46597872081",
            "08a0b9d7f48445d59d5c128219421e76",
            "2c2cf5e38463491cb0811b1d26f6eb79",
            "d3b881a12a204e7fb870aaf77bc0c9ea",
            "ca700b0d914e42eeb21958f5f1632835",
            "72bd75ce22e64f83bf8a92c4972911ea",
            "04fc71c315694420b2d0f7042b733366",
            "364226e01a30454a9846ede9b524a20d",
            "652c9ed047e347a697dfa88238243489",
            "a4da999ae2de40baac5304deeb3c7aa5",
            "b2cb7e866a9e4b70a63957eced8b8287",
            "683baae81eef400fa9b0587041ff0981",
            "b4cd30cd9c0f40068d38af782ed13e88",
            "9d47c8001fcc4f86a6a80421606e0ada",
            "7037d3064a7d4876b2c470cb0a437338",
            "713f49db3ecb4c1aad90b929021cfbe0",
            "ecaedee9ddb24a0785c811604fcfe05a",
            "55a36e862c4647a5abdea6f5757dcdf4",
            "511565ea2b264e3487d2e26fa8fd9424",
            "e026d7796d454917adeb7285f020f32c",
            "5b7f0f41614a4cca800beaf460b79670",
            "9d92c6366a334e49916515e26ad960bb",
            "16dc5f6a56ff4dab863165c0213fcd05",
            "555474817e834e35bb0b25e8736642e7",
            "6b1d50559ecf44a9bc0345ebef131a9b",
            "f382e5b6f7204792a47caba597f1a831",
            "2536e92d22d34a8fa7a0e2600baa4c75",
            "398b3cc1640e47a6ba22074325b39e63",
            "060fdc67db854eb5ba21547b5ffe01ed",
            "ded345a5e6ec4ad995e32b038ff80296",
            "f51c4a8f722646009f2b810a227a49f8",
            "9db7b20b3b464e989e254313276fe3ab",
            "0fddc44b67614a7fa0e149884623f5be",
            "ec67a1af99e64742a91280366f6981fa",
            "452774750e94466b854da86a27c9405c",
            "73bc062e03ba40c1954c7b58ef037819",
            "6a8b9a8739d6465a91acd2f49de209fc",
            "2d2dd7d9e55c4d11b0562b19a39c0a09",
            "3388e77065204f60a99452dfb95ab143",
            "21d1def5d3554aa5a76897baf76d6fdb",
            "01f32c280e6147fd80d94363ca89f2ec",
            "f9d593c4190f4b23b0f083ae9942238e",
            "e697f06d584d44568274747cf0324c09",
            "fb89048fa90f45fbbca8f566ee09f3e2",
            "fd26eb2818ad43fb9396ca0ece081598",
            "c122a5553611441ab0680b52a2b7bd8e",
            "989b440f60594d8ea5edb6ff7f0ae67d",
            "c8173ea224ab4c4bb66f95ae18363d3a",
            "76b2515935e74007a479e8b44e571634",
            "a94a372271fc429f92c9ea3acdd76b86",
            "58ccda7bd2b541d3b8983fcb648e719d",
            "f261f189b5a046278fa4af98379f2cc7",
            "93b0b131d45a478a82e3c55a09bcdc97",
            "5d22493c04814e74a6834fffee623d35",
            "be57e555ae5f4c8382839fe59cfb77d1",
            "8a847438552247b6a5bd7a47831c0508",
            "89d08d8fd3134ecab14ff8017b1916fc",
            "56a07b53710749baa56fec701d81f813",
            "e700db3152ac4e13941ace4ea2f46696",
            "39656810f54843e7ab0643ae404f2448",
            "977c2dd80c9e417f94a1b0454ba0950c",
            "107f4852bfd14d3f86dc68257886af81",
            "c52907d1dbd141daa1307336227c89b8",
            "c072f675952542878589fb97bff98701",
            "946b8b5519584daab1c06f0d7aeab0dd",
            "cb37ba41dbbe40f9b52cabf16586a000",
            "347bff70013c4dd3b81afa1ad31e32e7",
            "6c176da59fa149f7b1d3199fe40a3549",
            "3da92170b19c4f5ba73443a2ec823962",
            "ad29c24ae8714cb5934db00534c88f3e",
            "9317ef30eff6418d821095c923456fee",
            "5b391457bf204d5984b13a85306bb339",
            "b592070f90be4459bb729409784f639e",
            "73a65e99e9b143d49abcc3fab1a4e269",
            "a465f7d67cdf4fc0a817f3001487b8df",
            "4ed5a941370543e4a95bb5c6cdd6cdb5",
            "6dea22378f634158ac6a10d9180ad7ad",
            "aec921bb9786402d9d6800cf3bde63c7",
            "200b3d0fbd644c0b8136e4236a40385a",
            "f529a033b9a740609add5bfc22e5e0e6",
            "72fd74a27eff428ba5a3cea17d119c31",
            "a6f5c5b7e667418eae526e41fddcebb9",
            "63133f2ad6f4432b81368322d19c1dfd",
            "9baab82af9534cfe8beab7680d19113e",
            "9c7a2423e6fe4d858e98c8f1afbaee3a",
            "8a82e6a1abdb44d0a67677db4bfd7c58",
            "5ea1f374f2e24099b102403f76a0747b",
            "355acb552f814110b2ee4939f703eec6",
            "079a58c3364446df83969faae2196c62",
            "90e65de0955a406d8eb0c8d6b41aadf4",
            "89a82ae996414be09bbcf2e115ff14ab",
            "29f5b15542c646d093b05b90b295f437",
            "b6472e1b40084262be0edda7ff1e8df9",
            "e7f5c4eca0ec4c59b04e6862b2f72a2e",
            "b6f5b793f8704d3a97db87943b10793f",
            "623ee7030fb44880857c90311f483258",
            "81bcbe29b26249ffbd0d5a835ec269f5",
            "04950f527c654f7aaac11b4b3788e238",
            "b0892972dd48411ab17929c9de6f1f5b",
            "e371715282ba4a37bfa0bfcad9d0d42c",
            "fe02069df0db4ea2b78f4e36e7fe13f5",
            "e0ab2c2359264c8ab2c326ecad27cd11",
            "969c8a0a49ec4118a6ba2986c5464048",
            "f69d98e6ea7042e99b971bd6e09b4d13",
            "c00b9b8b89304bd19c142161f55b166d",
            "8d283d0b5eb94ddc9f25680f0b45147c",
            "d22d9546e5c74547aa2cd3237ae0244a",
            "7bb674cd33c34e55a272c6f0546258d6",
            "56d277b95c36400bb6bf44c09d130a8f",
            "de8e96954f674f8b8040f0e0e707bcc7",
            "09b1f3b544dd43539099fd0eceb9be60",
            "f349573c23d8455f8af43925812070ad",
            "1a696b96a82744b790e30c6d09aaca6e",
            "03c03cf3e01f47859a2b150bc661100a",
            "f6fef77800904dfd9306f247dbd4c8a8",
            "ccecc798f39540c08ab3645560fadf6e",
            "672c8b74ba034c35b1cd562d8c5debfe",
            "aa03d46b8864486e9ff1ca0f640372ae",
            "d5a6339836984da2b7d9d8f9c9085e5e",
            "ba3c214ebf844d47ad1dbaae88b39f72",
            "dfca48d1b3d245838e148c33a61b5b36",
            "9967fe0110ff416cba5f6f32009e5473",
            "7dac8ed211ac4c13adc6cd535e6c89f5",
            "9f67a5cc99974e9891a6ed779074ca3b",
            "4c6ed213393b403aaac15eac353211fa",
            "6533407c274f4d9f8e2302a4f50d73ae",
            "ce10134c4695431eab2362a9589926cd",
            "6d2d05a0d1ec40e2a4b3a91c10b36358",
            "29d9c69190d5490f9ef52811ad2a8be1",
            "2c486d45cf9b484fb91ed3c2a86e8131",
            "9c74d56839c748f2ab15693805b3d1ef",
            "fb9fe726acaf4268a1b7a7c4ef40417e",
            "7d91aaebee104fd89f151199d7595ea7",
            "9b9fa28cfe8f49ee9c05fa4a8451742a",
            "8dd697a100df42a3810935c14c97db5f",
            "031ab7b06b2f4940ae5076fb827deea4",
            "1f1d631ac5b643c8b421a996864db717",
            "447d6674de774a3fabe5314148010526",
            "af8647fc7b4a445a820ef4829b37eb29",
            "0e4650427695448393ae459e1c6ab821",
            "3eb6e146acc445c59076e7a0c56d4815",
            "99140b79a2814ef1a77b12db75058de9",
            "c612cadf67f24933acc225e9600b0fd1",
            "96d866fc577749f1b1c8289845a215b6",
            "9371719559624215a70eec7e0bc35a67",
            "9fc39e03cdf24c9899271b3c8a176190",
            "e3b0717c808946da906c48e3c69cdfc1",
            "e0c835a6503849eea806e7f3dc13fd9c",
            "c04d49d3162e48a89d74ba7d24003b2c",
            "984584040bcd4d88aef109d6ab423a25",
            "7c91fb0574af47e492cf50748c5d5cb2",
            "1df4d029010a43c5ba74a42295539bb1",
            "e7b31f90b7934bccb227cf28ee337435",
            "d0a34d6f029f49d3838cd8e5b1cef367",
            "397d1647347e422082042dccb6c60418",
            "f9420e5c74324502beabf3cd274aaeba",
            "c33ee9e15add4151927991e876448870",
            "779b27e7f9af4226ad4b39a81ff8ce25",
            "23fd06b1138e4b559f19b3b739fe688b",
            "6586ab3fde194ed4af7bd84fe36881ad",
            "93f17ab227a84bd3b97ef910e96abfeb",
            "797c7561978c467b90e96409ed1da395",
            "f2dfd084283d49329abf1df375649ffc",
            "9119b53ad19d461cba0589ef72ab4747",
            "8332cd2e705a4a4ebb6b724a7c39600f",
            "1c62d00bdf2346a992c490e1b3f82dee",
            "76413356cef04336b63221696acebbdd",
            "d474b788f7064505a2349582b7dfb788",
            "178a082f2cfe4c0cacf4d4ddcd46d593",
            "ba21562e388b40c7afa02cc105974c18",
            "45fe0293c50749c9b858d9be26813e9c",
            "a42a52f3c8ec468f8072355ae53d4746",
            "d438db4af96d4230a6bb9cb254b37ac6",
            "4324aa04f87c41bdb74842e2d3512643",
            "1e5d987cefc840b184208fc1c83ea834",
            "309d42d02a96476d868ae431871b4baf",
            "bd8108c9702e4450a13e3d0944198ccb",
            "cf9f0debb7634dd4a9e0f8948815314b",
            "cdfe9ec1fa574544b9a9d75343a378a0",
            "766d9e8796b445ffa318b3d26d7e27ad",
            "be8b9281552c4122addeeb6e6e696d85",
            "c144c1da9ea24397b99d6fbe2205f7fa",
            "c889a4f006224b70a97cce68bbe5b23c",
            "2b259771864e4567b47b0aa2144fff4e",
            "b5e0dc01ed6147f4b3ff8f8b1f203569",
            "07c3d89465274711bcdee6b2544c4d74",
            "5be940f78b844ce0ad82c356398ece82",
            "0d54512c74fb4e5cbb4cce9f3c0887ba",
            "5dbde06a1a124510bdcb018c24cf796e",
            "3cf9b101848440949c801119024b258a",
            "2fdb1a7dc20d46a98c2243127ac996f7",
            "8c3b0b932d854e248ca03f0d3b045b8a",
            "18816330d2d942f5a54ea3a313f5bc1c",
            "17e79eefc57f4da8a5a6321855becda7",
            "030ed9d671634dfdb7d7146ec1672db9",
            "8500152b7e334dd0a06bca7f889f687b",
            "18318ca965754bba965e26ed64be0bb2",
            "39e4ad29daf048cd958981071126ddd3",
            "f30d3fd6f3ce4cbc8af5cb84bdb4d926",
            "3b3a5616ef064f20bb780b3c1e1b5182",
            "f00026eaa16345c180d079889f4ad671",
            "bb529fa05c814f6b83d56ab25d8d0d0c",
            "ad35379d211f49d588e7aa0873411dd6",
            "97a6d56e415c424c96a8dd341d23f430",
            "c8c23d30e6f24aa59462fc203c9a913f",
            "b9ffb48866c1425385912b0b0b48514d",
            "6f40c979beee46a2ad6c6d849da2622c",
            "61bfba09e17b421285df9d75c1bfdbd4",
            "0bfeb04f7b5e490995728e494257f88d",
            "185210ed5faf4e02a92aefe315d62e5b",
            "d06647a2f78e401e801383dda02cb913",
            "fec2ae9fa1254dd4a2639fd4a8e0d216",
            "61a01a078fea465c801e91e5db00f7fb",
            "e2ddbc90915e4e1d8ba6b013b878d48a",
            "7691ab61c8994bf583fdd1b40e8a6ca7",
            "35f2dda3e9634272bfc6173449d14534",
            "085fb7f3b8d545f1ba1eba7aca5b87b1",
            "cfc1322398464f6fa54602cbc77b63cd",
            "e8b6f614341d4b8e81b6a0b4bf662abb",
            "7842598dbef14d3cb83cbee4912d9066",
            "0a617ab0ea884725a86558b0e5d4ce37",
            "327d36f3f0d940e38c99afef74ff68e1",
            "53f9a67f80834f44a25ac5608dd6ade2",
            "b255966028d145fca420e9ab1fb80c2c",
            "9d7d62540c964039ac970d36cccf341d",
            "4a9006dd600a4e4498cca436d73ef506",
            "a1b44cfc800446ad9d641d723c550fb9",
            "9f1a2ec4c0d5493d8fa2468db93ecb65",
            "e2324b550b2346d6bc11c3aa511f76e2",
            "fde1fb7c95a84fe3b404cafe692a8ddf",
            "280cfb0a919e44e5a55a789581c8423c",
            "8b808128bb604f33bf3e787f97a9b62f",
            "26eb1bd53e8643bab42b8f89e7f50aca",
            "62d15344f9214508914035e99ed06899",
            "54e6564821484a5b96003c194f32180c",
            "0cc9f482f0e143e793d92b17dfe13042",
            "3e0b1e58849f455d9416eb5a0eb6c521",
            "646c41c0cb8f408d9b301b5c55b93c9d",
            "c2bb0ddd570e493887b5a0ad12c387c4",
            "802ce2882b5149018a89420d002d19f9",
            "02f33b2bd0a24ba6b714c27b5885f8b7",
            "38f350aeace641c69e26cb1738c482cc",
            "96828535023649d992eadd6ba2bd0452",
            "048820eeefa444e6a52e652be543232a",
            "a9a23baf21dc4957992fec98b3db8c20",
            "609c16543c2a4f41af3b6be2c83fe0d7",
            "624ee01534014155b981d21529485365",
            "6ce488a5fe2c4aed81c41b904a707de4",
            "bcb2d2e8f2e94064b0260a32343e801e",
            "ead59d7af33944d0993c6df6e4bccb9b",
            "1183dc50f65d4333bee2860dc2c53e5e",
            "550e635e36704dc89d365b8e8937e5a9",
            "a491624a9ee942f8aa70e388145786bc",
            "0b87f657a11c42d9a692bc06c3e37a4b",
            "b409997a77304025a7bc93cd5fee3bd5",
            "eb0c80831eb24ad9921afe672dd44404",
            "b5605b5612ae4e6f99e808ffc4cdeb67",
            "7d84001d49674c39990c3391575c8932",
            "db04a12fb8f94e3cadecd0f6c79baf83",
            "78bfe7929aab4c95a04a74fa951b10d9",
            "3b43669592724847a6ec24244d366e3d",
            "ac3b899b09994156bac05741d239ec71",
            "6f79146c29fd4d55834e1146aa5d0ecb",
            "a78ba331e7324a27a5f1e5090f570497",
            "0d841a31e55448a3b4f43a50148409d9",
            "e47d8920da484f6b8fe641ecad8d029f",
            "b507b38dfe204e46af91effcc89c30e8",
            "005b3c62415943c39b58eedcf23bc838",
            "0e729f2322ac4cd19e463facc2b2f109",
            "b2061ecb99fa4acfbcffb7a2a4ad9cea",
            "5cb16be09e8e49a380d0d01520f4dceb",
            "aea89edd63b045e690508a7172d31402",
            "53b3e74bf95c43ad88f139336fc05139",
            "28bf356dcf324d90926a32b46dd37fce",
            "323e96c923c94e48aa503e8e29cdba56",
            "538eb1e3f6074a11ab8f7e61a88de6e0",
            "6e09e9b14b49466583415697e16e5923",
            "c5c3febcf5dd4471891b6a1dc9045c35",
            "5945856799f64c33bbf09136b1ebf125",
            "968edb88cf264cb0bc4679360c80f6c2",
            "54d95c7224ce4f8eb38d36806e0cc8a2",
            "88b335673ac54d47bc58ab53cbf20fc0",
            "b0e7daffb2354abdb1a306bd10c4dbe8",
            "98131157b4134f09b4fbc36ce4cbc926",
            "967c09990b4e479aafd7327aaa4c69e4",
            "b990d46d30ed49a7b1cb3b2b0f273bbe",
            "347b0992880843d49692b5bed48a149d",
            "5c9057ad26cc42ed99ed3ad29c7a42d2",
            "450f895ae690491f801bdfa77b95a39f",
            "ec1bf0002eb042de97a87bb77ede13a9",
            "3e399576dcb6457885c2189d0d988aad",
            "deffcc44e1b7475097b6e2ea4c8f1274",
            "d038a4deafab436c85fe44b1d152c6f0",
            "fab89a7dc5064924b0c187e726e7fd51",
            "e40eb320b51c4ab59292304549167c78",
            "7699193ddc4c4a7cb37b0674cc509014",
            "6aa9d6761b1048dfb3c36e6e78621f26",
            "e482ea8a8add49c189bdbe903770e02a",
            "bf83108e973f4a89a18480077748c383",
            "2068d5d77d0148c6a6a7eb35617e211a",
            "375ec8403e47430281d4b83c5c855bf6",
            "8ed7b03518e743d1a502c05e3e47c6b8",
            "869bcefee43746879ac4b5da1b7d860f",
            "323548ecf6524db8a137177d7e80ec6c",
            "075c2094def247a18f91d4f2c42e2bfc",
            "da2b5da77b5f4019984323871f15aef1",
            "cd0b7777bf8f41b4a724e16d4cf23bb5",
            "98dfd81dad804c73be8aba84a3324c06",
            "44c8596b7731487b9bea87cf1b6030b8",
            "a7f57e34f20e45308ef3d61fa6532ea7",
            "5a4428edcd3c4c7e8053073cb19f5674",
            "ba52ef1283b942e3bf9dd3493211baaa",
            "856c6d2e0b2549ef948ac6e3be1048d6",
            "5f9fa74633c34258b3bd19a3193678a7",
            "42841f0d9c374f00a987aa66556481a3",
            "1bd97b4825024676974a3d028da144bd",
            "14244338989a4d16ae4bc24e56d0cdaa",
            "3fe873cecf894e6190941fdc686cbd32",
            "4b0d08a51631454e8ed3eb765ddf753b",
            "b99e93a854b44ba69b60d988b7b63504",
            "0df4fd29b9474f6e9b93875ebc81d58f",
            "da4fd4a32c294375b249c2f1e77efa02",
            "3664a51283b24c76a8a1d7e289819c5b",
            "7c691c04dd1d42bb88d2249ca6f3dd08",
            "0317f07e80214be1bea23fde8e95c317",
            "468f5c051c754026a9bc7ef0a99098c9",
            "e4a195ea803d4ea8aaec3b9a73fb474a",
            "399bc317491a442e8934cdcf8562f993",
            "7480c4dac9914fbcb292810df6bbf164",
            "14b124d1b6d2427380938ab4908a967b",
            "618c682ddcbb4f15bab843b93df1baae",
            "ee59e77fcc344709ab4bf83c452a2c0c",
            "b7e5525fd0214f47adb19497e1b05059",
            "a54536edc6c14f51ba35cefe40bb19f0",
            "34260a0e24e94b3d95d8b7d536a1351e",
            "178e3cdfa6a74e56b99fbfb155c80ed5",
            "d8e104e5d3464f20b6ca04d42e87dc2c",
            "35ca053564f243ec8bb4c50f0095cbf0",
            "ed1f4b4761934c41885d0c6fd8fa2c45",
            "5da206257f3145a0af1670c189e7cd40",
            "0be580997dcd40cba3ae9365ff17546e",
            "5ad01ea67d394d31b6d0812cb0359e4c",
            "b00b71f62d6344ea920f20a3e2124a49",
            "fce953bdc0364759ab2f0d7ae0f92884",
            "dc68f54211f343f4b32614d2e205b04e",
            "f2783c9281b24d4fa76ade7029fed7f9",
            "3021789bad2d49988d4e136f918b48ab",
            "081916408f3c45a38ff89bf6b749c3e1",
            "c2f7b55fb58d4075bc46202bd5f14496",
            "73afa1e1fe734a5c9d2af8e6516de7b3",
            "f321b6d7843d4c348a71006cd79c541a",
            "8ff288bb98a245799232f2a3e67c5b20",
            "d2efc993e97e484a88288038dfcd98b3",
            "b3d7f321eec4407e9628aab913b39d83",
            "f639243c6a7943cabe11e3f5a102ee50",
            "dbff2a19388a4e2b9af2b3906baa9fc3",
            "8aa5c1599fcc4a9aa081b19c4ee499a0",
            "e6e5baf42d77419d9f4387526885eb48",
            "08ea087ae96845d9bd79d7bb1845eaa0",
            "0a876db19b7d4330a4a669dcce394396",
            "31ddafc8bbed464cac00b9b4cd33deb6",
            "600e2fbee77249a8b2f30be3b9cc4530",
            "512b613686ab4db89ebb4891257cb8a5",
            "ab3dd692d6ef4a9694b81e6f69655e8c",
            "1e2842f58e1a41d4b4938fb5c7372810",
            "99705980c6c74867b1ac7e4b785cc219",
            "61dd0d04af4a4ac291cd45118a75509e",
            "4eb2023aefd94bf78fdaf46f0ab4266e",
            "cb2127a747bf40d183072daa092b602a",
            "19b7b81a5ce243e3a22904abf86ba2c7",
            "c75db0b5e1e54b8ba0575566808461f5",
            "2f1e5ac2c0f4497099e89d60a9611c00",
            "4aea92cf78a44046a297be49b7810c46",
            "0e6a7bd70b7d45d593a7192d71777a8d",
            "a2b273e92aa14b59ac8ded11376aabf4",
            "2f76c9cfcb0f42918504fa294489495d",
            "83de7734a5fe416ea3a0e817553bb0f1",
            "8bcde3822c344163bd432d7db88d5027",
            "d5091cb5447a4b0ca73a45f0cfd9a838",
            "5a8a555d43a146859c3f5f7030d7f6e1",
            "ad80c7a93c85472ca34f4904c29d6418",
            "c39e90a4476a4baca64bc05354d06a68",
            "cd5ee24422414a40b73c548b9c465ea5",
            "c17e8c2d5f394ad785355b0b321a851e",
            "d98a3362d6974f3fbe2215075cf76490",
            "ed63b1b51b86468fbd4b45f78b62bdec",
            "c816c28feaf846db962224d50e057703",
            "9a169f2d96f046f1907085ce2126e201",
            "01ab90300c9d4323947295b246869b45",
            "b24bc4b7cc5a45509170516659b305d4",
            "61af9aa4d4e443cda3ef5a5586dc7fb4",
            "653a8812499149fcbbe09d5b94d34635",
            "e61a429affd34540b141311a54f1a02a",
            "ccfc5aca2c8d47fa9cb658afa21a7d9d",
            "236e363f5ef64b7fb8eef06808301c80",
            "e420c8f6b4474e2ba2db5090095dc148",
            "5fbe777f455e4dc796c00a8784fd48dd",
            "2525b7cafafc4c0b9a12ff245d4bb377",
            "8aa2b745c4f946d691b5f5ab1abfdd8f",
            "dd2b6faa497e4321a9e5b324b6a291ce",
            "a6bbd1b152ef4712a6caa65423f9914e",
            "c3b584d93b1e48e5b1c3ce86c424dfbc",
            "a8841b3afce14a71a61a4a514ba6968a",
            "cacc46eed0d54d88877b6c9aa93c6f94",
            "2221e2bc9651485ab135ccac56591e3e",
            "df9d195c3d3d41418bab56b33ff2e5f0",
            "bd1d5e23bcb54e39842586dbed6fd2e9",
            "4d932f41cbf44fa5b7f1dca10bf29e20",
            "3f5b3a4543c24d9187c89d69802e42f7",
            "3706749fec514c0eb3db7a400fc101a5",
            "878200cbeab64be89cfc803a0bcf4783",
            "52b82ab8af014e288cf685b7f57e8c53",
            "24487131fb174f898281f92602920899",
            "9db0e566aea4432c925602ca3cd26f39",
            "b98cf41f996e44be99f785e8d296e10d",
            "5e080652f6534d4592c0871d4a3ab2e8",
            "687cc5d902f449999d7ea6b056a9385a",
            "fc1fc3ab47074cb58f9cbd88425d843a",
            "f3198900dca241b3a8b0319252a4323f",
            "695a6f066b9746bdba2cda7aea7bb6f2",
            "08645557b5e2479f8e66f1c596559d91",
            "6f60b65c658b48238c28cc76d9fabb98",
            "550c3f68f5d94c1299138949c3e9948e",
            "015c5d490c8348b3851a81e4987ccc5a",
            "4b497f0d75d247c9905a49d3b1d82a4c",
            "768ebfc8521248ea96635051f00f9831",
            "4004469b226445d0982cc6fb6e0db601",
            "9e4ec9d6bdff4f6db3150e83a04506af",
            "9dbbe74dcd7e434dbcf6595ad6ee4bc2",
            "72d5de920aca4cd1b6a080196b1e5b8b",
            "24d8e786ade841b9a0c526fc65d052a7",
            "83fec6157e3d4018abf89cb32bd1d4a9",
            "4344d99d349a4f8090a86d30788cb61b",
            "7ac59bc3b6334540a422b5d8004f03f1",
            "61e28a3431ae42b299cdcaafdb6a6e96",
            "05656516c29f4cbc99a2deda1e19f430",
            "3f5ce5e093f742dcbef8d13f004eb710",
            "dfe42657a71742699ff7f381d8dbf18a",
            "b42ba44fe3ed4f5798ac661916fcef74",
            "02115c6469084d98b1e78a27ba3c45cf",
            "a64f487e68d04ac8b5074643a820600b",
            "5257e8af9808429ebb9d05e7433f83e8",
            "67c09ffcfe364569ab9cfa92a1d7b831",
            "4044eb82579a472dad7b31d13044f1ab",
            "26b47d6f445547df8e79d41d420221bb",
            "567ceba1d5f749e2a7c2f7d5311375f8",
            "5f5911144aac4f41b1ae99f347285227",
            "f35b32c9364d44869a2ce8329f205f94",
            "feaf8d720a7b4aaab75078afe1c826a3",
            "ef0342a25dd348da972761f6bd2e99cb",
            "d57bbcba509449fc8e08beb2ff3e9ccd",
            "f995a6e79103446b84185eaf5854a636",
            "06a36da7905d49bda4ccbd73f805a3f7",
            "a22b55900ee14395af7da5d1f44eba75",
            "991c77618fe44c2ba7342e1b710126c4",
            "d98f217a94904285be0760484d1ab347",
            "ec52f6d4b09e4ff6977730840083a8d1",
            "03d50bae532d442db180f9b49ebe31e4",
            "a5c2c1e74fe24404b06decae9feef0d5",
            "fcca1d36f169453196e8e939fd0b29b2",
            "d4efd6f852ce4ee393251a9ce87aa386",
            "03c612fe18b647f4bf2771d21198288c",
            "c862ba1fb196488c823b500247943cb2",
            "269025fc72eb48998e61cde4530675ce",
            "83edd2993c8a4e6b9bdaeb0181ad98ca",
            "db7e700f13654333a77f77f8104f45a3",
            "f7ee1898fa274dab82a42ddf9f121349",
            "7e93fbe1deee4383b6b0dd5c2406d8f5",
            "10548dc65c3d4ed9820a1baa1c89367c",
            "7805fa332376403f80ed84ffd53192ee",
            "e1e129703d7a4a03a8b80e4ae2712aa3",
            "6234495093bb465692e4f41ed6ee66b3",
            "336c0e302a8e44b1a8099c766a182382",
            "3c71c6106f7d480dafc3e6cd0d7905c3",
            "81c9f61c824546fea10c6da5c96fb913",
            "3b27933ee91348dd9cc2c54071b7ae6b",
            "d8d79d82172b4903a6e7b8896f30d07b",
            "222823412c4547018be3c5ee05c2bb65",
            "9433fd64f5144dc79e6f751bd334a921",
            "63c6ddf37fbe4eb382c3bd37996726f0",
            "acdb354690054035b9f3d00dcf37438b",
            "abb1d0abba6745109ca65413e3b84692",
            "9b3613c97a274f2db96fd2319e6758ab",
            "b1b2743342644256a2f43193154a1977",
            "d1c93a22983d4064a4e3872cc3403556",
            "6cb374cd15c44f1392d4b46cf205dd09",
            "9d9ea02f48da4dec81762a6e0316c7bb",
            "5345d0a77a4a47a3944ffb4568747a01",
            "d10a3635681f4725aaddfd3c7649b5c4",
            "dc87b8ad0f4342d5bc8b1320d0ab4c4b",
            "5faae969acfd461b92dd974bb62ad207",
            "953f5dfcf1524aac8ae346c5a51c1b3f",
            "c700afe879554294bb341ee3f1114b8b",
            "d4d38e1a5980446f8c7c3b48b0ee9424",
            "63c985b4a8064ca782483ab56b6e098a",
            "49e1d683d3b2417d9e7a242f886b267b",
            "cf35918606e343aeb514dc4d79311bc6",
            "9d0f319b3fc64c23ae34ad3676bbc83f",
            "c996427dbbc048429c10d9cac9122f27",
            "8eb44b68deb84e43bc7fe5dbb68c1c3d",
            "b545b20b5a6a491c89f12ec617518744",
            "1e1094cc7d284d8a811f78e4de136e30",
            "000819a569704d3ea1b89d8187470e90",
            "3c24dbcb313e45948cb1ff9d42fa6dcc",
            "b01bb3b3d10242379d7f7aae4ecead95",
            "37a7ee7ecfa24c78b9d9fbc2bc22c07d",
            "cf95db6837d34a6eb7d87183d95a6bb8",
            "010b2bbe590e4611846abd3bb53e602b",
            "86e3ea8fb13748b697ac5d093e209a3f",
            "6849bff218ab4dfdb2ffa96bca790ba8",
            "f71d456928a540279838b5820ee3f351",
            "ce9530d29be34f95b6b861736c71620c",
            "a90de8d99a0043fda268475ab11c1ee7",
            "3f385c170dc84a64ac9b716b715e7a92",
            "f6105c92760642cd92b07b5ebb4eed74",
            "9b1ddeee3647482c957d4fec7541e0ec",
            "0aa96a2e8fa047e49e524594771ca67e",
            "ef90e848816d4c16b92b35d9863cb65c",
            "8311191859cc4bbab0e6e6d109089b0d",
            "a89f093c78544fc8b82a4f865ee56e46",
            "d0c971c81f2547cbbc36e4d3f0cbd6bf",
            "25ce093c379a4694af7e473a60ef1679",
            "0b7973b0b906462da919370f1ef91b64",
            "ff91daddb83b43b49b12dd636afdd66f",
            "b2d1a65d49eb42488645c96414dabd4c",
            "30eee63ce019494d993e95ed5ba22099",
            "c5c9187a25ff45f49c567c56d93b7292",
            "3ccf2bcab9294807920d78676ec95776",
            "7a28cbe4e6e44653973aa88e77b9e1d5",
            "9079c900a8a64ec6b088e2d246f54f92",
            "44b1149bc86c43a5960ab8ffab222ec0",
            "770b2da071dd4c3bbbb8a26936d9e920",
            "2ee4b71a71144d5eb957b1f5b823a3b7",
            "bf7a55d253d94e63990bed5a591a7405",
            "60a95b3daefe47bfac110e5f451b9e1d",
            "b9cac211b958443fad9173fb99d422e6",
            "17d7cda590c04a87a6512bcb09d7fab4",
            "ed0893be3aac4f6585389a10bf27dd14",
            "3c97f4474e5a4184b04dc12f4bc10bd7",
            "6dac305a2d0549eb83f2663da1a950b3",
            "58451579ed4044f097ca9e67cba336ea",
            "ec9fef6a474942e29171511fe1e7f8f8",
            "60d79a1bb8444736a3aa709829e59077",
            "29377fc68e3c40f68373856fb20ec8fe",
            "b494880138a94852b7ba75eff52be7f3",
            "d77434d1e1484768ad3129addc7be962",
            "7a7033e5c9f64d5da42a72455900a317",
            "dbaea9266beb4407a689c6d425bcbd01",
            "0a5828e510354d9a89e9c37269fdc1fe",
            "9780d469b5bb496f8bc9f1a96e89783c",
            "e583ecde408944ac874ac498cc23d401",
            "6d728ce4c5b44410813345f87e5c198f",
            "b82b3394ed374187acaf9221994ef088",
            "838677009b414bc8a0fa11b4ea314650",
            "f965a8f24e9e4e70896261be8d002af3",
            "12906635ee0f4451a05de376296ad20e",
            "3bc685aa8e34443983ee34dcf1fc4e79",
            "9cb2cf770e624980a8dee923cc12d313",
            "7799f0de8984438e854e97aa1fcf7ee3",
            "d452aca1b6a842e9b0cbfa968ca43cc9",
            "496c1e2046b04ad5b2d97d831dab1849",
            "23dfb3c2c35d4456a20b1cdddf354af9",
            "44360a5983c14016b5518c7a32d4f106",
            "1052ffd7111945e58324f8017cefd224",
            "ad14bd447cb844e1b49d5d4cbffb5886",
            "1361ca37db80401ea79c436292756d0c",
            "d849876201e34836a67d9ed1eb67dd45",
            "34b483da44ef43dd8bca99f53c30e1b7",
            "f549a328cdd94583a72f2af36a5ac200",
            "263a3cba843644f086b1f0514394b09a",
            "e405ce513d41489ea767d2ed0cd73b8c",
            "4bd9f79039cf410585f93276c3f945e5",
            "89b050b062de43df96e0ff306c56bfdd",
            "3f4d75ba93494aaab7b38bce2216f0e3",
            "82c5e563619746d7b04a378168c7403b",
            "f3c3c3e52c264702af6e0161086e1b1b",
            "fc943813a7944a0c8eaf9cebf0c5d755",
            "428586d187194c3b8d1948979c57bffa",
            "c6515037b2ee4fe3abf1dad9b254634e",
            "d05bc5f9be254261ba27643250013265",
            "94ccb5750bb541a7979dcd006748a99a",
            "01e9a1888ec946e3af65c04bbaac0baa",
            "f3f2357202ac48cbba871f3dae22dc6b",
            "cc277918f72b4f8d8d9364ac97c320c9",
            "67646d49c2fd41ff92034fb3b5d2f0ec",
            "11f94562904a433abf2acacfbb927be1",
            "34744b3abd314baeb42d933d219ba72a",
            "a13262e6a4c6448aaa857af0e54f0063",
            "ba0c7f7bba424e119e09085d76402dc7",
            "a291a3dad8e7479ab5ccbb036e875771",
            "6433a0e5d6444a0392405a45118f7648",
            "a4a79cd3e36848ce8abd2c88b86860d1",
            "dce7cdf9a5db4a11b3fec100d62e1bc6",
            "a8f30189816248649600c17b025f7f42",
            "2377b4a0adad4d48a1adea2dec6281a2",
            "ca4b219bdfce4ffda9a950a72ed8dce5",
            "6768abdc346b4d09bb6a56a72d4799c3",
            "ae0fa58f35d1426886b275f371adbfe9",
            "95b4b4cdb9d14c7d83e09270bd2e5701",
            "8d100d169632466a8dc1ce3bcf793ef9",
            "83c463b6e5954917b994134c9ed9c748",
            "b0890a5f939a429699e5e2983be0e93a",
            "9be5dbad42e14f7b842eae1a82c5ca12",
            "a2f342ff876b4cbe8283f74eb1ed60e9",
            "f35dc535469e42f3840c122394f78964",
            "f95e4bc44e7f42b28de1bd2a0322067c",
            "a9c1906cac1f43f295e378fb7f2ab4e2",
            "458a1f9429a94a4aabb8db61be6a1937",
            "fd5774ae762541778641dee0e536b0a1",
            "9fabdc2eb18645e1a4a99d398b7e1d09",
            "8f93ef693d4a474fab228a0ba1cf3045",
            "427f13d1889248638cd1d05f31272ff6",
            "b561e785bc7945ed8afbabf278fcde38",
            "4cf26065abbb4c7ab35f9f56d60183db",
            "25f45f61d75242f780e4ef1c6b9fa10b",
            "89115bec70884275abe06c0a1584ef39",
            "0b1eaceea771457f9cfbf43b65c86ba3",
            "d93d81512ec8441f8e4d4d587fc09974",
            "bf8b55e3e1ca48e4a098ddf548b9de02",
            "7d2f93916a0d46c48eb1b4596d46f87c",
            "d17e5976cf3d41fd803aea3ffdbc2b13",
            "f911f83b9ad84cf58ba79f22ff0f810c",
            "7937da5591814539b832dea19803eca2",
            "a1dfc067b7444e4996ae6d6e72fa3b2a",
            "6e6609c0b4f441f08c18b3577bac558c",
            "12f445b8f28e4ce3b88e12e6e7a6b8a3",
            "86e9b2156f6f453d8ae2895c15a4f304",
            "07445e85948349cabd04b0dcbbfd0e9b",
            "77a2b22d443c4804b4d120160d181f2d",
            "4d0c6df568214699945f12a03c4a7674",
            "e560895c6ec64ae1aef70032b65190d6",
            "57989a8a799b43e69670f126ebd54aa9",
            "e9fda2253dfc46b5b9874b2871a13839",
            "1e8bd1aed0cb4fb1b42fa94008db7fea",
            "88ef8109ee2e4e2cbc2b88c4ebb8bb9f",
            "e1870b1316bd441bac1b14586b255255",
            "c65a74fc04ce45f8ac2fd002818e525f",
            "2401bec5808d4acd8caaa1c0cb97fbc7",
            "294db840907849f79af298d2cd2c2343",
            "ca14b4920e144e91b4349568690a662a",
            "cd10b667e323464f88e3da9ca3fdc3f6",
            "69133aaf8aee4ae19f83db9d4e3a2dd7",
            "3e9e7054b2014c4b9ba394bfb6b6dcdc",
            "81a30c4d387e448180e364bf2063bb5e",
            "3835e233862b4597aae1a3d002e55a2f",
            "3b0007f5d6ae4d2ab552ae3eb4bc1710",
            "d44903186dba4f1c90b8c44741eda218",
            "e208d4a8b9d640dd98de87fe66db4fcc",
            "42c9914b168b451a9ea1c584b3ce9a0d",
            "004f9b6c8cdf422797c29093028b728c",
            "0c37ade4814649ba9e97693311b006f7",
            "5227f30213024620a6d6e08da17941a9",
            "e96ac25911a846039c872342163e5659",
            "152485afbce24e66a357291828037f63",
            "c7a092321db34733ad45eca6e11f6b47",
            "49e382e57dd84fbfa877576ae863b6a4",
            "2e94b312b3dc4766858158664810dc67",
            "5da840ded565448483e3a06262f86b47",
            "5d8b883c8dad4fa3926c7fcc4140d3ba",
            "d117e2e8f7e146439dd2be3bc2579f70",
            "488c59abff114316b9b12437cc1737af",
            "4efb56fefd10441697f729181611df68",
            "87dc1be505a14a1ba60d2f6c26ac5dc6",
            "3944a1b6a7cb452baa7139d8aa57c285",
            "d8aef9533305422bb14ac05749f139ee",
            "44847fd837a944cc904e43c40b003a2e",
            "d16c471d0a9943988d6b4ecc8344caed",
            "d8d70017762b40dea8b8e8e2fffc75c6",
            "217a5f72572743849866a4a626c409c7",
            "8a2e95a596d14a97972a76ed2e0d3fe7",
            "26eff348ad784ac395ec8061f40fc784",
            "3468fe65f27e4ebd86975262c859adae",
            "ca5c4f9d5d4149778b6b614e2f029bff",
            "5c0a8127c789487db005788ecce7886b",
            "8235691883a5481dbfa844d16f1260af",
            "262e1a72ded24a2eaf8b67982b8bf6b8",
            "970421cf8a8d4e62a0ff569110742375",
            "31abdbe5cf9d41aca66ae6beb1c6fc24",
            "8493a6b03d8b4d599fd24413ba8bebfb",
            "6f9f1194f62e48e980914e296b72ceed",
            "6d41ec9dc65146f5b8da7a153415aab4",
            "846d594e7c734227ac5619b9febbce9d",
            "add8c7c6166f46eb92361388df53e15f",
            "697d96b249404a8089b8d70226d83d18",
            "98e45662b5d341f1be3b76bdf774665b",
            "049e9f3c65b94db4b81b6cb8698eea68",
            "d885a1decf244ba3b1ab588a3be4120b",
            "0dfa5efc5e144654b1be9fe568881329",
            "4b3b632cc6cf44efa93e2ea25d3a15ad",
            "90d1de0145f443cd8ef441504092f0ae",
            "0237a8219d424b7daef880421704f50d",
            "74fceb9445ec4a26ae575e50efe403ef",
            "dfed4be0c46f4e2cb85d704a9dccb8bf",
            "c432da66a7654e6c8addd2009bd223d6",
            "7a864ec7c91c4709bef8a3b5f84dae6b",
            "37391cda680646bf9f25844f9791cea4",
            "2086e6f7c53d4e71ab1e728caf907bc2",
            "d4d218d975d04f12852940129ed61c5c",
            "823269225f0148fea5d95fb3143b1b44",
            "6811a26481754c43af50eb9a229df14c",
            "66277bfaba40467bb91731b28a8e267e",
            "5dbc13c67c82424d813bed3ba416266c",
            "ba82dc0aedff4fe4a18b9862aae3b9c1",
            "88ddbd41e77448d48160ce136354bd5d",
            "d81759f0b5fd412482ebcb959aff10d6",
            "e5108375edc14e3e8219c5e308131d6b",
            "a9d5cc1dfb87419fbd58e132660c640f",
            "1fe7c8f5bb154c1d9694e390c9ac1aff",
            "ed80ec98f2694e2f8f1446bc92cdeabe",
            "adab0c2b45de427f99f917f9904c13cf",
            "b7455ebc61f74aad87a0770345486409",
            "c7cfe025cc4747e99fafa66dc3b45215",
            "216ea4c1782845a8b4186bd198fb9c90",
            "598365df86f54f5696956021b09541b4",
            "0ef09792f9d04262859331e9ea2270dc",
            "e78626b2f5d84498b913b71752c56169",
            "9a22c7937c674b34941fdd797aa38bf2",
            "cf9a941d9ac7475190c9804c04fe53b1",
            "2b8f8b1616e64e559927c6fda06c1f08",
            "0f8dcf2e74bb4b4aa94fde254e028386",
            "cffabf46c798463e81e0e52deb1d7eaf",
            "70ee17a479c240bea8214460d5c63bea",
            "e20e0a3d6ef84a62a5e06ccc9c09ab0f",
            "c249c29c4f454e7bb805106924893ac3",
            "9032d5ad87e048e8978316d05ab7463f",
            "c6a705f3603a44e3a1b59a9e7ecd43a8",
            "52b90b17ee9e4e1a9d449087b5ed58ec",
            "6d4decdd1eed4c308752ac4b1c130c51",
            "686ef5b04e8b4119bfd68ed006e8327f",
            "1bd337fc0ca549d6bc5f16c6cd512c8a",
            "69c9893717b446789404c02a9673c98a",
            "9f09d5ded28d4d6c86747381a641043b",
            "c0824e104e0f46ba828e0f6d5a60eae3",
            "6009558debbc41f688af63de4f383b2d",
            "f944c988ef17460691f08e76203fde05",
            "2f448ccfa2b44cde8aec003c9a45f53c",
            "04425ff30a7e4e26b32ee38703bdcb2b",
            "3fbcfd8c802a4572ab2779729b2827a9",
            "27ad456a4faf4e509d31f0e0513d3d79",
            "482d1e98060447e7ad8275891342771a",
            "6e00aaee10ab41b4abfc71ed7ff025a6",
            "a589a5d2937b44719363658fdda5bfb5",
            "b56b15f49679467b983749d59de6b091",
            "e8eba229e2bb47c1b29d71b3701acc5d",
            "9c2fbc3f4c6e45848dce4f951d731bfe",
            "f25dea53618f4135ba4b071be7743c93",
            "29fb14fa74e84cb8bafe241b8ceb6064",
            "6886cdeb1bb04866a1a0f70776df7921",
            "bab6231b029f42db8f7addfbca8006c5",
            "da47574030594a1cb61a9b68545ea369",
            "f97dda863b384e9788ad8c9459617b19",
            "0dbcc8d6858f43b0ba4becb61f4f4043",
            "21bcb6e54dd2423b89da009ee0025fe5",
            "0073d0fcef9844eaafe6b26df69da204",
            "aedf3e61937d4e5d93ae8bab03d372b3",
            "7c48d464feae4767bee04afa24919d2d",
            "9d0f63a8fd4a4cd8900334bb317a4edb",
            "68b27a0feecc4191b23431152d36e9eb",
            "4e337dc0d5354e8987f95969d9badb8f",
            "64eb79a44a3e400490ebecf72b986d78",
            "6ddebc1664e842dd99fca4f527134d4b",
            "b904017bda76442d969f78d011792e1e",
            "27a5f53ef15d4d5bb4d85317e47fa1b3",
            "b61518a1fc6844b58642dff8d28b6c9d",
            "5a4a758d30944f7eb45b121f422d1cfc",
            "b62ca17595e546cb924c84a9f3229b88",
            "accbd74f36014549a666d15c7e6e64c8",
            "6f47366345cc47bdaf58561badd039e9",
            "223e2c5788634b468d2116ff2cd898af",
            "a3dac1a93dfe4ba7bf9bf357aeb9a936",
            "3ca364fbb95f414cb6c58e2d57bebdf8",
            "5016358085b14359842fd8b79085cf1f",
            "25db2dedd4554c84a30c7afed62f92ed",
            "29643278b6ee4286a558aa2898c77041",
            "dcc87b0faebb4a5fb846e72b82076373",
            "d410e494131f4f02804bac7f1f749c25",
            "b162f4be81fa4008bff0de90d81159c8",
            "c085432f20874a32ba86a95b0774d58c",
            "632d4fb55aa4417dbc7172c719d94fa2",
            "c79b89b11fa2495abc5af7eea399a37d",
            "20900e4f11d94cd9a04e4ffbce5e0929",
            "26a707acab0b4a9da67e11bd07dd57e8",
            "b8e8162e80454beb98ed6bb75057d9fd",
            "370a80167e7d425bb599e59896df0f2c",
            "a1d34c14fd364aa5886611676abf3b4e",
            "cb3753e6d936499caf6bbdedef416795",
            "32791c2bc4624de69b413c9b8793a068",
            "34bda0666ff1420393e31f54ca32fea3",
            "c106d0b18f2447daa990599c5c11704d",
            "6a325a4c3f8c4a8ba76baa4339777a29",
            "822fe892f0df4be484659d7fee8add1a",
            "c6dc03ec6d34491881edf488428ce1c0",
            "00b668c8df894d529c17310b7780214c",
            "201e291010a549829f82a301308ebd3b",
            "ed4032a92d4d4e57a0c07297e18b57e9",
            "eb3de66210764ae69e8641bb3eea2419",
            "f51ebfb20da643b283114ce87f716939",
            "738e74a338f345019a1c478f2cd6149e",
            "9e455e8b8024444c8a99e82f60a04dcb",
            "f220c21ec562418998932df6c9e5c41b",
            "eab81fa40fe349939ded526d240861d9",
            "0217736d8ab645e8951c97cf67a59c68",
            "6257c1539abd4b5d8092b9073b3e446b",
            "0466055dae6c403aab9b30b711ae3357",
            "9fb30ad4327245f9b02b5044ac2ec08f",
            "075aaaf9d3084f42a20ea7d5a3712a3b",
            "d61acc9b7c12477fb9e03d337f55e681",
            "08a2f0e066ff4ee3adc2888247c8b5da",
            "11ecc2e471094a30afbee474b0442122",
            "8e2dc633dd4f4d59a62fb3da880334c7",
            "de47a94efcb44bfab52717b097c07207",
            "7cf5572f40b34d938853cb9cbcdd567d",
            "d294c58be65b461d9751b244798e13a6",
            "8e706391c6934abe886c182fa7e0bae9",
            "d8b693b62e21485181f74d53217e41d9",
            "8fdc2c153d724a62b0484a2e94c01ad8",
            "3e1703b2a5fb47c38322e2103afcb64b",
            "176a35374d3b48ec82a264c7e12fd393",
            "ed84ee88722b4678812783edb9b92199",
            "908207572cac4a0fb989525415672807",
            "6bd2788742634b48b0e11ba550269cca",
            "77d1be084b23411fae3a152c5cd99c1e",
            "0a3c513f68674575ab7905f4f5ebc7e6",
            "7c17a5ba1f364d4191661054bbbaa013",
            "d611897e37214e0a9e74e9c62ac6f720",
            "bc458223f6f54719aab0e0cc2971878a",
            "0398a2d297f341548b52f8f77d3c39eb",
            "0f56dc8d923e4f39866f7324cf92ec67",
            "ab6eb3e6c55c499cba8718cf22343aef",
            "ae0c0ebbca6245cf90f2b7249667cf94",
            "366f6d99735841fba2162e6f230b72b7",
            "c6008003872e49fc997e5263fa7a64bd",
            "eeaf74363e1f492a9d07b2889049f1d9",
            "74efbb3bd8774edca57615cf0df70e84",
            "237441c5d4224d8d9bd20758666854da",
            "091816dd8c4142298db23af19b755568",
            "c3bc40b27e69494daf617631e6b63adc",
            "baf12c3079894356936a1b134d713879",
            "95231518c63c4874a85e7fbda3aef2f7",
            "3c87f803fb014932987f766cfb7cf50c",
            "f1efef9e50164ee7ab3903d0a6e67aea",
            "596f6fa16360481aaa39505ddb858c7b",
            "88cb544e03f64d2a979f25d92bb4bc03",
            "1bebafb9194d44f6a8a2282e31269fb2",
            "37f1e145a665415e83693f65f3e0db43",
            "2d6739f52c9e47afa8d7cae23fa0a707",
            "9cd470a6b67f4979a9a551e90eb5394b",
            "91275e52d15c438db41ce5126699aef1",
            "8686f8a16db34ec7859e9df78a7992fe",
            "5a2f489ce68a4a7ab5a8d734d3304ea0",
            "b301673a333a4cc48b3b2abb6fb7b9ad",
            "13417cdca0ab42648670201842a2bcd0",
            "2c34e81229f34b47a361dddc70166d64",
            "22481043ef324541bbff1e59a3e0eeb7",
            "bf6fb22d52324fe98933a1f4e3242fd1",
            "0431593c65c748c596c27acd869b9d99",
            "af44fde9aced4447ac71a7770d19f713",
            "eaece650c768416ca9a80edb3770fd8c",
            "b6bc1367236a44bbac4e711b6ba79e6b",
            "6e639dc1fdaf435eab6664853d671520",
            "e03d24015c8c4d1996bd9a97a0676bd7",
            "a83cd77b288a481999b088378286509f",
            "1e06a954b67149e99fce53aa92a69147",
            "bcb347addd2e47d5b030be92949490e2",
            "2e9143062fe048719d8fc8256bce2cf1",
            "d776d75117944ba5a29aa1560ce1b75b",
            "ad4c5da680204db282b5ce8001d5b8cc",
            "15bd1c31145142a49aabae921241a8d2",
            "953abcd921a94a099f9bc2ed6728d450",
            "60dad88d78df46afad516fd987bc68f9",
            "a4bfb7219871446e8a3c6f089e227bca",
            "46c8d48f9d0a4a2d80ca133813f138c7",
            "6c78ba7ddee740078cf4143db35f25a2",
            "3b9b6c3a41a04e97889adf9ea0c42ee8",
            "127f76cac0124ba1aff3cbdebfc76de7",
            "7ac876b20e1f4dbc8e6c25833076ea32",
            "eed9766fa42b4022a6ad13cc27f27647",
            "7d01ff937e0e4fe58f2bdc594f73f610",
            "df26fffbd3194823920c66f437c323ff",
            "94786a8ff3bd47dd90f08caa40ded155",
            "89bbd1d465344301b3d3b853206a37cf",
            "5de708cf37d74c298aa3e70cb1c42716",
            "e8b2c1515e6f4afdaab003b2d8c0eb2c",
            "cc4681156d1540eba531415d8b18288f",
            "5eb2f763dae74bd2aade8bef13291bbc",
            "fb28a70272944126b69fbae7d9be383c",
            "d12cb0b299274df188958da8c605b388",
            "cdae1939e6f54431bdcaf78f714828d4",
            "cd599c639fd54c1a974c8af688cbd444",
            "fc798448c45d47a0b53e40951e98d4f4",
            "0bf63539f976412f9c6764e137799a2f",
            "2a73571110ba4abcb276646e355ce81c",
            "395493aa82e04b569fee2865a9438ab4",
            "fa571c6354eb434f83e4776a9411be21",
            "e6e8975d619e49228f7778f0004fc4f9",
            "dbfd57189cc049ea8bc7bad555448746",
            "325b9afd8a71495c9d0e07c7c66a5e83",
            "24c476f8fd1f4cffb44d93a06796222a",
            "d47336852f8c42fe906789e5ec352a73",
            "537473181cbf4d8b98290f99894242f9",
            "4b03896115394b23b56613d3aba2f0bb",
            "9843e072684746059f95ecf9c1086526",
            "91f3eb01e17746309dd24320dacb2edc",
            "672959ae447c4918a3d322287b677779",
            "ef2bc1276c714796812eb5ced637ea0f",
            "34fa8c948fdb41bebc9a622e20d5f62a",
            "95d8a6988ae249a98ad60213df8e4404",
            "efc51c05aa9747f88fb93bd4181dc4eb",
            "2a6b54a220984bf4bdf36daf8db0d8bf",
            "87d15ae995c34d358a5210f5e3fbcbdf",
            "6dda52ef7e2d45b3b7162296089fd4e2",
            "1b9b0c2fd9d24e7fb376d1e0c4c256cc",
            "04f2a3838c0742519c3059179c773c89",
            "228290746bcd416797864e1be5e6df3e",
            "4d37a6023d574170a20c873f29904e27",
            "f003ef8675474641b914eb1293f98cc0",
            "cf2bcbdbc3e843be9b5ee992284eaa72",
            "f6a00ccd0e454555aae168432af173f7",
            "4a493e81a64143abb2f6d3a9e45d5001",
            "88df79cf8f4943798fa56229ddc58344",
            "334286fcd203407c9408b5b7ba3481d3",
            "0bfbfef0d700445d8740e116688fb0cd",
            "71d0ba91bdc44a269f35d24e643b4de9",
            "e787fea7648b4521970d540cd2b9b8fb",
            "d31f8ebcb5014b9cae84ef295e0ebae5",
            "b414a6d6147c4f6d8e6da96033296f62",
            "32e8f57bd5c94104aae4fd72979a674a",
            "083d475821334389bd0f1bbae69abc1d",
            "f10774d8121a4291a15c4e6a82a6314e",
            "25ec0f30bd4c4775bb6185cd2abe89d7",
            "6f632c4bba3b4a258ff22f31a36ad98c",
            "e49bd0329aea4a85aa876d3c7ff760d0",
            "fe233997051842eeb1f3dd88b5df2dd6",
            "b7c6930139f74e788b0be57773926036",
            "7c8855c78a504b6f9dc5ab1d4046b842",
            "09fee86320274f79b776561eecde44ac",
            "5501fd97d8b84640a37cffc0e2e5374e",
            "58a45b1054c94aa49d18c6a66f4d7dad",
            "a71c396bb3d3474595bd2e7677362188",
            "757a7141d8d84caa9d14b428c23a2381",
            "d3085baa278b4802a3cae06875bbd8de",
            "e7ab0e41b90344f5abcd640f576a471a",
            "3bcb1eb994334de6805d71c4ad33ea1d",
            "9e1efbf053f147a7a0e1f07189175ba3",
            "70bd6c1642d34837b511686e35320f0b",
            "f5dfd37fbd6642ea9992bc15140fbf4e",
            "5becf0bc134f49bdb2bf88b606ce3600",
            "190785b2a31f4fdbbdb1c561a29f6946",
            "4262a9899c694ba39460f09fc99c7b79",
            "957cd2eab4c44f89b6bafe0a8f7fb41e",
            "e72cd743fadf4a51bc2ab50f1104ab3e",
            "e7f12fc1ea68405dbc034907d70df81b",
            "748ae8ad9d0143ea8885d930bda7b7c6",
            "a2dac417ccc94a5aaaf89ca094b12e1b",
            "a62e18c78931470baa45ff7757717a66",
            "da93264fcea2406a8174e59c5f924de0",
            "2a9da930d63d447fb4e25eca8916d585",
            "849c0eba3bc24508a96f1d870ddfcaf8",
            "e211f4273923426aad1909d1f72455d3",
            "5539078a324b4d72b9e30973be215630",
            "6e6c5f6903a040079e04f74fa3c7da67",
            "9f7c193f295b417fbfa0bb776e10fdd8",
            "46c83ebb2dc843d1b0d2629cc2162e98",
            "98aeadb2e4df400c944acd91bf8ecc9a",
            "6f98c791665948e2850ffc82632e6ab9",
            "55c114400f034eb5865289e33d173650",
            "82e9b7d26bd74fa781831bea91cba410",
            "0713b8aca34148568b28b8fa3ba3bc5d",
            "f81b7ca038a14d43818b018a4f0ae2d4",
            "3ade5a8c469742518cf926d55f86d326",
            "90e0735729444e36a6cb1150f8373e1e",
            "c40322b5222d43f1a4aebb7bb5732e6d",
            "2fd24f9e2eaa450582f47f29e394741b",
            "fc9763bcc6ca4ba6989dd1deabebb910",
            "9558705b864e4bc58d648efd6a45604e",
            "cf6c19519e1c4f6a9fdfcd44ab4d6908",
            "b5eca38acddf414a906171c5eb91d4ba",
            "492851a4034848e1bcb0ea4a665eda7d",
            "b1d3cbfa00a4410fbbeda303bf3c9cbc",
            "49295702832845f69dd154e728025e64",
            "c64915d4786247deb899e26c38f5e684",
            "bf3068cf819d40a7b59877dca77620da",
            "ec398f1edaea40e68a3a6e6ae5c4d158",
            "47740d6b7e224f6bafe4b2591ddab919",
            "6532da38634d44e89fb26404cd7f6fe5",
            "53f989d97a2647a5ac57ad461d883ad0",
            "67bbbeb687814617bbb26a3bd2b5ecb3",
            "1ee6e91a7bb54acd83520a0fe4d67e02",
            "09ed1a6b5aa249c68710abc03903737a",
            "0755c658048a4c669c74d43c4148909c",
            "5275586817e647bab98ed8a4a57a2f75",
            "a82f799e4a40451b88c873fcf92bb070",
            "465cb20a7b5b4c3380129ac5d9323da1",
            "14c5e83fce4445158330d7f372f393e2",
            "cfaadc6d5b46434c9784acb9027088e6",
            "c6e237a64fb849a29b2f1ce66269d3f3",
            "293f18b6685f48cbaaf676a5f96e0d71",
            "0be8046c92f14a6899c97b5d7eb14517",
            "d10c8b61bde049429bb7a40d53ddbab0",
            "197574260abe4cb6a276f7c297ad2f66",
            "531932c9c87341129dc2a5b493802f0b",
            "1af7de9ebcc942b88071357485bcf6c9",
            "e512cc9310bc49c1aa44eb889a198022",
            "2ce6504c33b24f1d86f7c3d69ede1a56",
            "47bce30fb64e4e87b833314aa3fd3941",
            "ca9a3f2cca8a440783b72903233745e3",
            "03a6d3d146ee420caa516f9e60f84d55",
            "b69e9abc42eb469dafa1ad8e645677f4",
            "221d7be59f7946ec95671931f85c5be6",
            "2e81cad8a13640229ffdbdd4f0dfc499",
            "7f2c61b27d134e0c8b8b23c8f2362057",
            "4d9f99e234274e9c82b04cef4a169e14",
            "d669ed50d42f4a2c8ec67fc99c330483",
            "16d86be0acca429d8fac4c89cb2799db",
            "736e47efe13f442b95c7afd3ca1d83b9",
            "93917fb1d2f8448085cd68b0d94077d2",
            "773dc245103540d9b91796e9fe75ae74",
            "b5e6db2d01d044e587aefb9c958e8fad",
            "8c5a2f5a82764b4f8ce437d4ac1bfa48",
            "250ebc6f402f41d6ad59c995c8a04b03",
            "49e6b623cd3a4c35a5f63022e230f43d",
            "883189d1bee44ca28487b105f559e2f2",
            "ead7a002c9de46d0987b0561e5981458",
            "db603e9602d34bcb8055c6a94bebdf88",
            "901f3174ff864050bc736fd33a9aa9c3",
            "46f79dd365304db190a5c90e87e3559b",
            "8b29521de69143b0b27c46e8b2e192de",
            "cf2e7820a1f5482c8d966244a5300ec4",
            "c9173c92dd1f485f83b60d5656af6521",
            "f33f9e755dfb4724968d3b6a9a1c9ef8",
            "0adcf075f8e546fb9d844ed29c67e759",
            "e2f8f0a041fd4f8dbb546a13e80cafb3",
            "31c5025930db4ab9a208c16f3a2641ec",
            "83b401f2c67742948c6245786f552cdb",
            "9b7f9e066ecc4fa4ad65b7d53ab3e308",
            "26adc673d52f40258dea900c0907d8ca",
            "033c00330fcf43f68f27d1a5d7e3ee7a",
            "36a93d4fb1fc49839f2e94087ac27895",
            "bfe35223d0aa482ca26dd16fd9ed7955",
            "38345fe6c95848c1a150a649f6d6e320",
            "83f745d493c242a69fac5e39fa66ad92",
            "2fa65dae707146e5ab1d4f8789db5d7b",
            "0513e19b9abd4148a6c5f2c8ce1c58b0",
            "6984c43209134469b886c6ceb091f995",
            "1ae7d1222c46409abd641a688d8fd614",
            "24c510ae11ad4f8caed86e85395ae4db",
            "478ccf74d9e04a7d82cce6e5e14297a8",
            "d80471983e0a4e24a39d7972555379b3",
            "0c51230d54c5448ea71bd70e7afe25f2",
            "66a2b2cea1e54cf68887798c5ff7552b",
            "b2a99c4ce31c476c854c189cbfa0429e",
            "e9358d69472743608ed4eeabee250c9f",
            "ab284f06695c4f4f9171fd3689d2da48",
            "d407c3026685494fac8354cd73f8fe04",
            "39549dd8a8ba4140b417c7fac39accad",
            "30f5bc5e713c415b846d219cbed81cd7",
            "0658b66f1d9e43768e2c896ae471a717",
            "5a0d1705e281486ca5644019c39c6778",
            "b56563e1b8224e22b9a97f93673505df",
            "4de09efed83f4595a86614e6eefc4eef",
            "903e11eaeea54a6cb4b1f23c34bfef02",
            "d5d57d59a2d14717b5ca9008381e9d26",
            "808b3b054bb44b40bb901256093bc164",
            "1e8fb02ed3f64291855c5287a8bb3deb",
            "6fb36ab3e2394c0297a77fddf3973cbe",
            "a263761ca9b342dd9e6bc102ed682842",
            "6b65119b8d6b4d5993843c39d3dbffc1",
            "ddb0db722cab43eebe629848e6cc06f6",
            "b845d6c55ea8464eba7d9221d2b6bd6a",
            "22a8b2b657cf4a2092be0ec012576bde",
            "5adcc906fa504ff89055a6cf84ed109a",
            "b2301e83720d4af1bef544021b38a6b4",
            "632cc305a5c44b30944053dacd77e4fa",
            "7a3e2484fe3d4f4db280817a72f633e3",
            "4af1ef64d29846d699225a1b2aa08ddf",
            "12d7430ade8942f1951fe7a3b09a05cc",
            "9a7b63b244934ffcb1143052ac80d664",
            "148fa97c8b5643e48fec5fd1a3e15933",
            "a5975c8f3ec4406392ee39149b9ba44b",
            "0153c4efdb1c488aa0bdb315ff3454d8",
            "c061ab0bc1594d85834d7f5843f32ba2",
            "fa9b26388bcf4f1ab7e0ac8b1ff87fdc",
            "827a3e7a2c25434394459e41307d0508",
            "641492ca11d54656b68d4c2deb9cf9c9",
            "47251a01a55846e9bce56a4840b1bc88",
            "06582102daba49848f555dc287dc37a7",
            "af1969613496463093a95762b3ee2bc7",
            "e1178b4ccb234a9a9c2d70d47a568697",
            "a0cefe7894ee44bca8a70e2b0d0eb478",
            "f43c33edb01c4b47ac48acc07074d55d",
            "5d93f98d67ae440194c82f9fd7005533",
            "3e10415ddfe74798955538c200c50872",
            "222f9a03c47b4fc28b816e68e28cff11",
            "008508b0728c4ce48d712146e38dca6a",
            "15c32baa73db40d4a6e2360dfd5ce30a",
            "686de256120a4e0f8296748b695f64f1",
            "067b7483d5804935b15bac3638ca78b1",
            "fc60ac22b8664edca7e2c93c24d1b94c",
            "cf6ce306d6c5422b90bf04dfb516081c",
            "4147b3db72a84c3585637f11c88d2b31",
            "2ce801a9dabc468ca126e804cba8cc4d",
            "382bdbaa24b94787980be9163a33971f",
            "f2091d2e297b4a8e9ef252dc00b53e94",
            "54522990aed749f481f7a490e9e021f3",
            "e88e1fa4ede34034b5a1dc819298f8e2",
            "25dcad9a262f4caaaa348ebdf9de5021",
            "7622a81a3036429da3c22409076fb4cb",
            "973de762741f4bc9bb19343435640167",
            "679c7ca1ff244957be9d6657c1dbc82e",
            "344136ff8cde44139dcfd3cdd5ac4689",
            "841527b8f07741749f93f93ead5499e9",
            "ccadc6ab15914f52afe0bf212585816e",
            "0fd3e59517874277952d8197ed8d3b51",
            "8d1ef87fa56a43b7a1db76de97752454",
            "2a1281e7da5b4a058ab0f9c6bdc77233",
            "74294b085f7049c7b254ebe3c6eed9d9",
            "f01f6278ec7f4cbbbbc462d17ca6e8e2",
            "ad7ad5936c5f4478acbdcb57e6e57089",
            "768329d1b3854e24a6d55e579db790b6",
            "1630198b577a41ac92fb5a08efa3b374",
            "3bdab3ee477d4192b6ba825ad450bba8",
            "5ad9476a1ee2468c9b22600093099b59",
            "6641f167d24347b8ab88af19967407e0",
            "df1bdda160af4835978b590d1593f23f",
            "74ae396b4f4841a7bd81f68f225d281f",
            "28c7107f8c3244dfbfb3f6b0eca53abd",
            "cd7b114a5c504f3a879df487984f4ed1",
            "3c1b3c1beb00464db4c861a8c72ebe56",
            "5dc9f8fd2e794841a632ca1db2053ae2",
            "a36371335d924e929a60d2b8d66b1868",
            "ebc941346c734330a6d8fc97065f6800",
            "2d76cac1095c4120a8a6620424efe193",
            "a1da1f89090e435b8566019bef18ee87",
            "2a475cec69294918b762ed7daec5338d",
            "5dcd586ceceb4a1ea1597a298297f4e7",
            "f0ade572b4264dd0874fcce0f2be8805",
            "3aa061cc055f4a85a08b7ef6fc3df086",
            "f3065dc7dd1d4fd786fa84bdf570d184",
            "afe3e39f84f842818a0335a5570fce3c",
            "fee705c8df0d4d9fa4051c20ba6c8261",
            "b388fc28f26241eb8129d84f8d19540d",
            "1676fcbe0907441287cbd0b9b9366794",
            "4ff1b6ffa7d14fa3b689b42bf67bb176",
            "1c22e2cc01a1458a96ef91a0409d1828",
            "04533b93cb6846488cb51e780e4e9f1e",
            "a21ff14552b24c3785b94fae2a08730e",
            "1566f03de4214df1bac5240655b84a47",
            "2e014b757706405baef85e895d4599cb",
            "c791b32f4e2f41d288dff6f874c6c338",
            "9c8e975cafe841718fb9adf2c845212b",
            "8233e402a7e043df9ac84e6a16ef1046",
            "695ea5de9c9b417aaa77977f59665230",
            "d80facdd606942e48fd825e982e0f201",
            "055f93ac6c9347cf9102d2a4f3388970",
            "e7707fc1f8aa4867b9731ee7da8e9ba1",
            "5b12fb69071a4c5fb3e379dc167e151a",
            "445893388b064135bf168d2c950b35cf",
            "90750c2b3daa4fae84fac0230bbe783b",
            "232ed7c64eed472d8c384c7d587bdaa1",
            "a4b91426a6254e12a5ab073b0496fc47",
            "489e4e95b0b042e1a2c7acf50aa460dc",
            "e7b44b1570c145c7a28b85e358d5d46a",
            "c44f14efdb9a4d178f800efc5e5a15e5",
            "7ff46a4e7ff442fdaf8ef37ad97ab09c",
            "712b093a32bd41398d06e7d0c637bd41",
            "c4a6d5f997914e6784c576a5278088ea",
            "aa01e7eb0a9f44c891acfad9163cdcff",
            "4018dab1c43a4065912ac7f8871877df",
            "5ddad1ef92214e4e90cf55d9a6fc3a27"
          ]
        },
        "id": "qZ2q5d4nVQ3I",
        "outputId": "5a7ae0ba-9270-499a-a272-dff1949ab47f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "======== FOLD 1/5 ========\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/800 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a357153444ae4c9ca1174bac1767581d"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/200 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "812e1f048d9449c3b62db7cff78096fe"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[I 2026-10-03 03:35:20,548] A new study created in memory with name: fold_0_hp_tuning\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimizing hyperparameters for Fold 1...\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "36735b889b264a7397dcc01065819d05"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a1d967a5fef1401eb66dff0a8cfefdca"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:23, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.693629</td>\n",
              "      <td>0.691150</td>\n",
              "      <td>0.623562</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.657560</td>\n",
              "      <td>0.657361</td>\n",
              "      <td>0.654565</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.538773</td>\n",
              "      <td>0.637806</td>\n",
              "      <td>0.701070</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.460224</td>\n",
              "      <td>0.706811</td>\n",
              "      <td>0.723672</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.364427</td>\n",
              "      <td>0.725149</td>\n",
              "      <td>0.726473</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.357088</td>\n",
              "      <td>0.743407</td>\n",
              "      <td>0.724372</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4c4e3f75785c4b76a440e13a5f696160"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "21b9891a35a4427795a53f927c229c47"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "c2f66da7d54c46668e86914304c5d05c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b2ed8826832d44689cbe6a6d19a4b738"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e8a0ae150cb849298c90a48ddec15164"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b9d0ad3ad9fd4955a740ee10fc10f821"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.357088</td>\n",
              "      <td>0.637806</td>\n",
              "      <td>6</td>\n",
              "      <td>0.701070</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:35:45,383] Trial 0 finished with value: 0.6378064751625061 and parameters: {'learning_rate': 8.64054914312614e-06, 'num_train_epochs': 6}. Best is trial 0 with value: 0.6378064751625061.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9a52d19f0be841f3b1d8a371e99a17c9"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:23, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.708174</td>\n",
              "      <td>0.692921</td>\n",
              "      <td>0.571457</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.699040</td>\n",
              "      <td>0.702828</td>\n",
              "      <td>0.686969</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.684456</td>\n",
              "      <td>0.680506</td>\n",
              "      <td>0.705971</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.497213</td>\n",
              "      <td>0.678135</td>\n",
              "      <td>0.760576</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.353885</td>\n",
              "      <td>1.117799</td>\n",
              "      <td>0.767577</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.250566</td>\n",
              "      <td>1.043298</td>\n",
              "      <td>0.776078</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "be937e07fa674a6cb49fee8ef5100444"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d4c98b45460448678001baa5ed46bada"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0b325f13f4fb4c4f8dd6529d5a57c6dc"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "da03d458060a49ac9946d056005f22f3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3c462f1e9f9041b094aa098b75389b20"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "31404a0546574fee82905c86a45f4282"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.250566</td>\n",
              "      <td>0.678135</td>\n",
              "      <td>6</td>\n",
              "      <td>0.760576</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:36:10,407] Trial 1 finished with value: 0.6781351566314697 and parameters: {'learning_rate': 5.489992970005844e-05, 'num_train_epochs': 6}. Best is trial 0 with value: 0.6378064751625061.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "fb9c6d0bc2cd4ede94bbd4cd9cf6db03"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:23, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.695193</td>\n",
              "      <td>0.694738</td>\n",
              "      <td>0.568457</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.701335</td>\n",
              "      <td>0.692810</td>\n",
              "      <td>0.586359</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.692636</td>\n",
              "      <td>0.692364</td>\n",
              "      <td>0.596560</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.690198</td>\n",
              "      <td>0.691965</td>\n",
              "      <td>0.605561</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.693140</td>\n",
              "      <td>0.691635</td>\n",
              "      <td>0.610661</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.691311</td>\n",
              "      <td>0.691470</td>\n",
              "      <td>0.610261</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "425e40a19ccd48f6bd3c859fde0acf66"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "fee246f17501410b9a3d75b338347328"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8d5ecfaad2504736841471bc0a22ccc2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8d5acac0a9b04119b40eef11ecbbd10e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2c3b5ada47344e8c9a806b4d5850e921"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "98531e660d4e4fe4b92c02fce98d8bfa"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.691311</td>\n",
              "      <td>0.691470</td>\n",
              "      <td>6</td>\n",
              "      <td>0.610261</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:36:35,559] Trial 2 finished with value: 0.6914697885513306 and parameters: {'learning_rate': 1.021040911550737e-06, 'num_train_epochs': 6}. Best is trial 0 with value: 0.6378064751625061.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "540ecb849181472cb78c1a93253a3289"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='400' max='400' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [400/400 00:15, Epoch 4/4]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.695014</td>\n",
              "      <td>0.694509</td>\n",
              "      <td>0.570457</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.701179</td>\n",
              "      <td>0.692872</td>\n",
              "      <td>0.585059</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.692701</td>\n",
              "      <td>0.692491</td>\n",
              "      <td>0.593259</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.690378</td>\n",
              "      <td>0.692336</td>\n",
              "      <td>0.596260</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f1adcbba1d49446c8acbc6b7dbd71ad0"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "01dafb98f54f48c5922dd60ec8157697"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0c825fc33a1b41b986682afc52e89d70"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2c0d4e5acadb459b9eb73b426a09bfba"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.690378</td>\n",
              "      <td>0.692336</td>\n",
              "      <td>4</td>\n",
              "      <td>0.596260</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:36:52,990] Trial 3 finished with value: 0.6923357248306274 and parameters: {'learning_rate': 1.1336957246638898e-06, 'num_train_epochs': 4}. Best is trial 0 with value: 0.6378064751625061.\n",
            "Best trial for Fold 1:\n",
            "  Value (Eval Loss): 0.6378\n",
            "  Params: {'learning_rate': 8.64054914312614e-06, 'num_train_epochs': 6}\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "73cdade4087744658bd79d8ed173000f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:23, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.697264</td>\n",
              "      <td>0.690763</td>\n",
              "      <td>0.624862</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.643083</td>\n",
              "      <td>0.651183</td>\n",
              "      <td>0.664466</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.533005</td>\n",
              "      <td>0.635529</td>\n",
              "      <td>0.711171</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.434314</td>\n",
              "      <td>0.699648</td>\n",
              "      <td>0.726073</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.352084</td>\n",
              "      <td>0.742735</td>\n",
              "      <td>0.731373</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.341156</td>\n",
              "      <td>0.760072</td>\n",
              "      <td>0.731573</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "70705c81a067460c967c8ea880656e5a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8f18fce5f91a4b7cb30c9d039cef859f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "058caa83958244aabf7dc5e7894b52e1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9926c278c85d4fbbbe0e29f1b65b503b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "c8a9441c2d664e3f82be8b83b353a859"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f3a66fb6943940048d46a2c047234e35"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.341156</td>\n",
              "      <td>0.635529</td>\n",
              "      <td>6</td>\n",
              "      <td>0.711171</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "AUC-ROC do fold 1 com melhores HPs: 0.7112\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": []
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "======== FOLD 2/5 ========\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/800 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4efa47110e17415abc00b302b305fe7a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/200 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5c05c66b61574255ab59fe8a0587992e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[I 2026-10-03 03:37:21,278] A new study created in memory with name: fold_1_hp_tuning\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimizing hyperparameters for Fold 2...\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e2fb95c373814d8c9590dc2f25848b4b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "239d3fc360ab440093ad58724cb2d935"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.699672</td>\n",
              "      <td>0.691303</td>\n",
              "      <td>0.728023</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.695851</td>\n",
              "      <td>0.674002</td>\n",
              "      <td>0.778628</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.514859</td>\n",
              "      <td>0.527030</td>\n",
              "      <td>0.869537</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.438971</td>\n",
              "      <td>0.467939</td>\n",
              "      <td>0.867137</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.325583</td>\n",
              "      <td>0.661767</td>\n",
              "      <td>0.875238</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.255062</td>\n",
              "      <td>0.765582</td>\n",
              "      <td>0.874237</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.235639</td>\n",
              "      <td>0.779346</td>\n",
              "      <td>0.873437</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1bdbcebdf05f4546aedd586347d84204"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "96df3203de51497da60116f7330e08dd"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "588682505d174015aaeeb201867ecfb3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4799d2596387427b9709f8c1ee80484d"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3ef1802810c748f1aed8f1cd47fa112f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0754a5295a37469bbb53ac3694feec46"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "16c094703410473b9d067bea62d63bfc"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.235639</td>\n",
              "      <td>0.467939</td>\n",
              "      <td>7</td>\n",
              "      <td>0.867137</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:37:49,983] Trial 0 finished with value: 0.46793854236602783 and parameters: {'learning_rate': 3.267932035782016e-05, 'num_train_epochs': 7}. Best is trial 0 with value: 0.46793854236602783.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b599a8a3417b4f2c9c0cab54e348c4b2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.704248</td>\n",
              "      <td>0.692936</td>\n",
              "      <td>0.674317</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.703168</td>\n",
              "      <td>0.704601</td>\n",
              "      <td>0.705621</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.692461</td>\n",
              "      <td>0.681982</td>\n",
              "      <td>0.776528</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.529133</td>\n",
              "      <td>0.535993</td>\n",
              "      <td>0.833933</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.436872</td>\n",
              "      <td>0.511828</td>\n",
              "      <td>0.869637</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.440368</td>\n",
              "      <td>0.601184</td>\n",
              "      <td>0.865537</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.304383</td>\n",
              "      <td>0.535467</td>\n",
              "      <td>0.870037</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "16171a53286e48c6bdb091dedc6eafa3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0c08ce2ebd3f4ddabb48cc479e149ec0"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "35977e55aa684a04b2c671d37d3b2081"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0201f25d6b33485a8fabf8c68a152fbd"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a762d893040147cd91cf08c7817cd14e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a011489387c34683b8e1fc6bae756439"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a5752f99d2044db2b5139e2d19b5a8a6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.304383</td>\n",
              "      <td>0.511828</td>\n",
              "      <td>7</td>\n",
              "      <td>0.869637</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:38:19,243] Trial 1 finished with value: 0.5118279457092285 and parameters: {'learning_rate': 4.249651321930088e-05, 'num_train_epochs': 7}. Best is trial 0 with value: 0.46793854236602783.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f62f26d142ee416d921dc4637462d643"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.693871</td>\n",
              "      <td>0.691136</td>\n",
              "      <td>0.691319</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.688596</td>\n",
              "      <td>0.681816</td>\n",
              "      <td>0.748425</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.590489</td>\n",
              "      <td>0.521842</td>\n",
              "      <td>0.822332</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.421440</td>\n",
              "      <td>0.515049</td>\n",
              "      <td>0.837934</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.374079</td>\n",
              "      <td>0.579903</td>\n",
              "      <td>0.849335</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.315424</td>\n",
              "      <td>0.560727</td>\n",
              "      <td>0.847135</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.284543</td>\n",
              "      <td>0.591804</td>\n",
              "      <td>0.844734</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2c2bc66f084f484b86e2edaac3c59765"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d9033120d0b8410ea2ded74942ad1d74"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "386c7bf00f7b4f27900a868eb0ace2b2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ddc47b13e11d415d868c7342c413105a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "172cb3a22170459ca9d263e2c88a41e2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6d2c3c00cd954b54b18bdfbd4fd1701e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3c775d44c6584b6a9a2fc1af2502eeef"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.284543</td>\n",
              "      <td>0.515049</td>\n",
              "      <td>7</td>\n",
              "      <td>0.837934</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:38:48,616] Trial 2 finished with value: 0.5150487422943115 and parameters: {'learning_rate': 9.242618969581997e-06, 'num_train_epochs': 7}. Best is trial 0 with value: 0.46793854236602783.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "50d0d1c0985c472bb6f5b6e0222c7be8"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='300' max='300' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [300/300 00:11, Epoch 3/3]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.693820</td>\n",
              "      <td>0.691005</td>\n",
              "      <td>0.699720</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.683316</td>\n",
              "      <td>0.673304</td>\n",
              "      <td>0.743824</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.599138</td>\n",
              "      <td>0.590697</td>\n",
              "      <td>0.758926</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "03ffb42fdf224d8fb5f68b192f5f2940"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "cd0836c3caf04bf8a6c2c4d7a419e28e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1c4b8caaf52d494895fdc8f72ff1e2e5"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.599138</td>\n",
              "      <td>0.590697</td>\n",
              "      <td>3</td>\n",
              "      <td>0.758926</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:39:01,983] Trial 3 finished with value: 0.5906971096992493 and parameters: {'learning_rate': 1.2068741706808871e-05, 'num_train_epochs': 3}. Best is trial 0 with value: 0.46793854236602783.\n",
            "Best trial for Fold 2:\n",
            "  Value (Eval Loss): 0.4679\n",
            "  Params: {'learning_rate': 3.267932035782016e-05, 'num_train_epochs': 7}\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "728f98b4f46f44d8a82fbe4c4e154191"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.699218</td>\n",
              "      <td>0.692144</td>\n",
              "      <td>0.712421</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.700755</td>\n",
              "      <td>0.692956</td>\n",
              "      <td>0.758626</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.555384</td>\n",
              "      <td>0.460478</td>\n",
              "      <td>0.877638</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.445660</td>\n",
              "      <td>0.440138</td>\n",
              "      <td>0.889639</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.374668</td>\n",
              "      <td>0.553596</td>\n",
              "      <td>0.890939</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.309551</td>\n",
              "      <td>0.654535</td>\n",
              "      <td>0.884038</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.255369</td>\n",
              "      <td>0.704210</td>\n",
              "      <td>0.881538</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d3b881a12a204e7fb870aaf77bc0c9ea"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "7037d3064a7d4876b2c470cb0a437338"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f382e5b6f7204792a47caba597f1a831"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6a8b9a8739d6465a91acd2f49de209fc"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "c8173ea224ab4c4bb66f95ae18363d3a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e700db3152ac4e13941ace4ea2f46696"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ad29c24ae8714cb5934db00534c88f3e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.255369</td>\n",
              "      <td>0.440138</td>\n",
              "      <td>7</td>\n",
              "      <td>0.889639</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "AUC-ROC do fold 2 com melhores HPs: 0.8896\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": []
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "======== FOLD 3/5 ========\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/800 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "72fd74a27eff428ba5a3cea17d119c31"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/200 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "29f5b15542c646d093b05b90b295f437"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[I 2026-10-03 03:39:34,178] A new study created in memory with name: fold_2_hp_tuning\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimizing hyperparameters for Fold 3...\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "969c8a0a49ec4118a6ba2986c5464048"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "03c03cf3e01f47859a2b150bc661100a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='300' max='300' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [300/300 00:11, Epoch 3/3]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.697457</td>\n",
              "      <td>0.693510</td>\n",
              "      <td>0.693369</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.607706</td>\n",
              "      <td>0.654403</td>\n",
              "      <td>0.780378</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.432483</td>\n",
              "      <td>0.570249</td>\n",
              "      <td>0.797880</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4c6ed213393b403aaac15eac353211fa"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "031ab7b06b2f4940ae5076fb827deea4"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e3b0717c808946da906c48e3c69cdfc1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.432483</td>\n",
              "      <td>0.570249</td>\n",
              "      <td>3</td>\n",
              "      <td>0.797880</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:39:47,451] Trial 0 finished with value: 0.5702489614486694 and parameters: {'learning_rate': 2.6388288460993514e-05, 'num_train_epochs': 3}. Best is trial 0 with value: 0.5702489614486694.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "779b27e7f9af4226ad4b39a81ff8ce25"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='400' max='400' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [400/400 00:15, Epoch 4/4]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.710958</td>\n",
              "      <td>0.709640</td>\n",
              "      <td>0.602910</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.705716</td>\n",
              "      <td>0.706119</td>\n",
              "      <td>0.577758</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.699692</td>\n",
              "      <td>0.693935</td>\n",
              "      <td>0.654265</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.695757</td>\n",
              "      <td>0.693090</td>\n",
              "      <td>0.661916</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "178a082f2cfe4c0cacf4d4ddcd46d593"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "766d9e8796b445ffa318b3d26d7e27ad"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2fdb1a7dc20d46a98c2243127ac996f7"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "bb529fa05c814f6b83d56ab25d8d0d0c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.695757</td>\n",
              "      <td>0.693090</td>\n",
              "      <td>4</td>\n",
              "      <td>0.661916</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:40:04,936] Trial 1 finished with value: 0.6930904984474182 and parameters: {'learning_rate': 9.381642559531225e-05, 'num_train_epochs': 4}. Best is trial 0 with value: 0.5702489614486694.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "61a01a078fea465c801e91e5db00f7fb"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:23, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.695216</td>\n",
              "      <td>0.692218</td>\n",
              "      <td>0.658066</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.697351</td>\n",
              "      <td>0.685502</td>\n",
              "      <td>0.664866</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.590641</td>\n",
              "      <td>0.691626</td>\n",
              "      <td>0.684468</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.564830</td>\n",
              "      <td>0.631158</td>\n",
              "      <td>0.719672</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.414582</td>\n",
              "      <td>0.685603</td>\n",
              "      <td>0.732573</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.377475</td>\n",
              "      <td>0.740545</td>\n",
              "      <td>0.731173</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b255966028d145fca420e9ab1fb80c2c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "54e6564821484a5b96003c194f32180c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "609c16543c2a4f41af3b6be2c83fe0d7"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b5605b5612ae4e6f99e808ffc4cdeb67"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "005b3c62415943c39b58eedcf23bc838"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5945856799f64c33bbf09136b1ebf125"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.377475</td>\n",
              "      <td>0.631158</td>\n",
              "      <td>6</td>\n",
              "      <td>0.719672</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:40:29,945] Trial 2 finished with value: 0.6311577558517456 and parameters: {'learning_rate': 9.20010608683962e-06, 'num_train_epochs': 6}. Best is trial 0 with value: 0.5702489614486694.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ec1bf0002eb042de97a87bb77ede13a9"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/700 00:23 < 00:03, 25.49 it/s, Epoch 6/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.696149</td>\n",
              "      <td>0.693804</td>\n",
              "      <td>0.510051</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.699675</td>\n",
              "      <td>0.692776</td>\n",
              "      <td>0.550855</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.693161</td>\n",
              "      <td>0.692067</td>\n",
              "      <td>0.570857</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.691008</td>\n",
              "      <td>0.691523</td>\n",
              "      <td>0.587159</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.692054</td>\n",
              "      <td>0.691160</td>\n",
              "      <td>0.598860</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.687977</td>\n",
              "      <td>0.690988</td>\n",
              "      <td>0.600760</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "375ec8403e47430281d4b83c5c855bf6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ba52ef1283b942e3bf9dd3493211baaa"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3664a51283b24c76a8a1d7e289819c5b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a54536edc6c14f51ba35cefe40bb19f0"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "dc68f54211f343f4b32614d2e205b04e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "dbff2a19388a4e2b9af2b3906baa9fc3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.687977</td>\n",
              "      <td>0.690988</td>\n",
              "      <td>6</td>\n",
              "      <td>0.600760</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:40:55,006] Trial 3 finished with value: 0.6909884810447693 and parameters: {'learning_rate': 1.5130564847245188e-06, 'num_train_epochs': 7}. Best is trial 0 with value: 0.5702489614486694.\n",
            "Best trial for Fold 3:\n",
            "  Value (Eval Loss): 0.5702\n",
            "  Params: {'learning_rate': 2.6388288460993514e-05, 'num_train_epochs': 3}\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "61dd0d04af4a4ac291cd45118a75509e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='300' max='300' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [300/300 00:11, Epoch 3/3]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.698603</td>\n",
              "      <td>0.695236</td>\n",
              "      <td>0.687169</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.674972</td>\n",
              "      <td>0.641134</td>\n",
              "      <td>0.691669</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.479991</td>\n",
              "      <td>0.657691</td>\n",
              "      <td>0.725673</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8bcde3822c344163bd432d7db88d5027"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "01ab90300c9d4323947295b246869b45"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "dd2b6faa497e4321a9e5b324b6a291ce"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.479991</td>\n",
              "      <td>0.641134</td>\n",
              "      <td>3</td>\n",
              "      <td>0.691669</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "AUC-ROC do fold 3 com melhores HPs: 0.6917\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": []
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "======== FOLD 4/5 ========\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/800 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "878200cbeab64be89cfc803a0bcf4783"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/200 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6f60b65c658b48238c28cc76d9fabb98"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[I 2026-10-03 03:41:11,094] A new study created in memory with name: fold_3_hp_tuning\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimizing hyperparameters for Fold 4...\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4344d99d349a4f8090a86d30788cb61b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4044eb82579a472dad7b31d13044f1ab"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='400' max='400' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [400/400 00:15, Epoch 4/4]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.693002</td>\n",
              "      <td>0.692439</td>\n",
              "      <td>0.560524</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.695305</td>\n",
              "      <td>0.691916</td>\n",
              "      <td>0.594738</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.688852</td>\n",
              "      <td>0.691620</td>\n",
              "      <td>0.616947</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.688920</td>\n",
              "      <td>0.691532</td>\n",
              "      <td>0.624350</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "991c77618fe44c2ba7342e1b710126c4"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "db7e700f13654333a77f77f8104f45a3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d8d79d82172b4903a6e7b8896f30d07b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5345d0a77a4a47a3944ffb4568747a01"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.688920</td>\n",
              "      <td>0.691532</td>\n",
              "      <td>4</td>\n",
              "      <td>0.624350</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:41:28,332] Trial 0 finished with value: 0.6915318369865417 and parameters: {'learning_rate': 2.1507812874311624e-06, 'num_train_epochs': 4}. Best is trial 0 with value: 0.6915318369865417.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "c996427dbbc048429c10d9cac9122f27"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.697034</td>\n",
              "      <td>0.691577</td>\n",
              "      <td>0.633553</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.683851</td>\n",
              "      <td>0.676020</td>\n",
              "      <td>0.709984</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.570992</td>\n",
              "      <td>0.633610</td>\n",
              "      <td>0.760604</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.419342</td>\n",
              "      <td>0.624359</td>\n",
              "      <td>0.783313</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.380435</td>\n",
              "      <td>0.740246</td>\n",
              "      <td>0.789416</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.292074</td>\n",
              "      <td>0.750100</td>\n",
              "      <td>0.786815</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.248809</td>\n",
              "      <td>0.759789</td>\n",
              "      <td>0.788615</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6849bff218ab4dfdb2ffa96bca790ba8"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d0c971c81f2547cbbc36e4d3f0cbd6bf"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "770b2da071dd4c3bbbb8a26936d9e920"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "60d79a1bb8444736a3aa709829e59077"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "838677009b414bc8a0fa11b4ea314650"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ad14bd447cb844e1b49d5d4cbffb5886"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f3c3c3e52c264702af6e0161086e1b1b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.248809</td>\n",
              "      <td>0.624359</td>\n",
              "      <td>7</td>\n",
              "      <td>0.783313</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:41:57,081] Trial 1 finished with value: 0.6243586540222168 and parameters: {'learning_rate': 1.0570552099343699e-05, 'num_train_epochs': 7}. Best is trial 1 with value: 0.6243586540222168.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "34744b3abd314baeb42d933d219ba72a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.695148</td>\n",
              "      <td>0.692534</td>\n",
              "      <td>0.550020</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.694598</td>\n",
              "      <td>0.692010</td>\n",
              "      <td>0.595138</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.694303</td>\n",
              "      <td>0.691834</td>\n",
              "      <td>0.617947</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.689814</td>\n",
              "      <td>0.690493</td>\n",
              "      <td>0.635254</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.689131</td>\n",
              "      <td>0.689352</td>\n",
              "      <td>0.638055</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.689103</td>\n",
              "      <td>0.688361</td>\n",
              "      <td>0.635054</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.683532</td>\n",
              "      <td>0.688171</td>\n",
              "      <td>0.632953</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ae0fa58f35d1426886b275f371adbfe9"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "fd5774ae762541778641dee0e536b0a1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "7d2f93916a0d46c48eb1b4596d46f87c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e560895c6ec64ae1aef70032b65190d6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "69133aaf8aee4ae19f83db9d4e3a2dd7"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e96ac25911a846039c872342163e5659"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3944a1b6a7cb452baa7139d8aa57c285"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.683532</td>\n",
              "      <td>0.688171</td>\n",
              "      <td>7</td>\n",
              "      <td>0.632953</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:42:26,121] Trial 2 finished with value: 0.6881713271141052 and parameters: {'learning_rate': 2.2777292989655367e-06, 'num_train_epochs': 7}. Best is trial 1 with value: 0.6243586540222168.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8235691883a5481dbfa844d16f1260af"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='400' max='400' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [400/400 00:15, Epoch 4/4]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.718809</td>\n",
              "      <td>0.698444</td>\n",
              "      <td>0.617997</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.703809</td>\n",
              "      <td>0.694319</td>\n",
              "      <td>0.552421</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.697514</td>\n",
              "      <td>0.694276</td>\n",
              "      <td>0.653561</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.693598</td>\n",
              "      <td>0.693037</td>\n",
              "      <td>0.712835</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "049e9f3c65b94db4b81b6cb8698eea68"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2086e6f7c53d4e71ab1e728caf907bc2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1fe7c8f5bb154c1d9694e390c9ac1aff"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2b8f8b1616e64e559927c6fda06c1f08"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.693598</td>\n",
              "      <td>0.693037</td>\n",
              "      <td>4</td>\n",
              "      <td>0.712835</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:42:43,476] Trial 3 finished with value: 0.6930365562438965 and parameters: {'learning_rate': 8.218359530123595e-05, 'num_train_epochs': 4}. Best is trial 1 with value: 0.6243586540222168.\n",
            "Best trial for Fold 4:\n",
            "  Value (Eval Loss): 0.6244\n",
            "  Params: {'learning_rate': 1.0570552099343699e-05, 'num_train_epochs': 7}\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1bd337fc0ca549d6bc5f16c6cd512c8a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='700' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [700/700 00:27, Epoch 7/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.697034</td>\n",
              "      <td>0.691577</td>\n",
              "      <td>0.633553</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.683851</td>\n",
              "      <td>0.676020</td>\n",
              "      <td>0.709984</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.570992</td>\n",
              "      <td>0.633610</td>\n",
              "      <td>0.760604</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.419342</td>\n",
              "      <td>0.624359</td>\n",
              "      <td>0.783313</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.380435</td>\n",
              "      <td>0.740246</td>\n",
              "      <td>0.789416</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.292074</td>\n",
              "      <td>0.750100</td>\n",
              "      <td>0.786815</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>7</td>\n",
              "      <td>0.248809</td>\n",
              "      <td>0.759789</td>\n",
              "      <td>0.788615</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6e00aaee10ab41b4abfc71ed7ff025a6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0dbcc8d6858f43b0ba4becb61f4f4043"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "27a5f53ef15d4d5bb4d85317e47fa1b3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "29643278b6ee4286a558aa2898c77041"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a1d34c14fd364aa5886611676abf3b4e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "eb3de66210764ae69e8641bb3eea2419"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d61acc9b7c12477fb9e03d337f55e681"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.248809</td>\n",
              "      <td>0.624359</td>\n",
              "      <td>7</td>\n",
              "      <td>0.783313</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "AUC-ROC do fold 4 com melhores HPs: 0.7833\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": []
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhAAAAIjCAYAAABS7iKKAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAMGRJREFUeJzt3X98zfX///H72Wxns9nmx/yYH5ufexNRkTfSiJJSpF+SzM9SEmaSShilUCihlPhIvat3UaG3n0k/5nfoh/yW3mzMr7HNhu35/cPXeXdsY0+2neF2vVzO5fI+r9frvF6Ps+Xt5pzX6xyHMcYIAADAgpenBwAAAFceAgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAihg27dv1x133KHg4GA5HA7NmzcvX/e/Z88eORwOzZw5M1/3eyVr0aKFWrRo4ekxLltERIS6det20e1mzpwph8OhPXv2FPhMwDkEBK4JO3fu1BNPPKFq1arJz89PQUFBatasmSZNmqSTJ08W6LGjo6P1yy+/6OWXX9bs2bPVsGHDAj1eYerWrZscDoeCgoJy/Dlu375dDodDDodD48ePt97//v37NWLECG3cuDEfpi0cERERrud8/i09Pd3T47np3bu3HA6H2rVr5+lRcAUq5ukBgIK2YMECPfjgg3I6neratavq1q2rU6dO6YcfftDgwYP122+/6d133y2QY588eVLx8fF64YUX9PTTTxfIMcLDw3Xy5En5+PgUyP4vplixYkpLS9PXX3+thx56yG3dnDlz5Ofnd8l/ce7fv18jR45URESEGjRokOfHLV68+JKOl18aNGigQYMGZVvu6+vrgWlytm7dOs2cOVN+fn6eHgVXKAICV7Xdu3erU6dOCg8P1/Lly1WhQgXXur59+2rHjh1asGBBgR0/KSlJkhQSElJgx3A4HB79S8DpdKpZs2b6+OOPswXERx99pLvvvluff/55ocySlpam4sWLe/wv6ooVK6pLly4eneFCjDF65pln1LVrVy1btszT4+AKxVsYuKqNHTtWKSkpev/9993i4ZwaNWqof//+rvtnzpzRqFGjVL16dTmdTkVEROj5559XRkaG2+MiIiLUrl07/fDDD7r55pvl5+enatWq6f/+7/9c24wYMULh4eGSpMGDB8vhcCgiIkLS2Zf+z/3vvxsxYoQcDofbsiVLluiWW25RSEiIAgMDFRkZqeeff961PrdzIJYvX67mzZsrICBAISEhat++vbZs2ZLj8Xbs2KFu3bopJCREwcHB6t69u9LS0nL/wZ6nc+fO+uabb3Ts2DHXsrVr12r79u3q3Llztu2PHDmi2NhY1atXT4GBgQoKClLbtm21adMm1zYrVqxQo0aNJEndu3d3vQ1w7nm2aNFCdevW1fr163XrrbeqePHirp/L+edAREdHy8/PL9vzb9OmjUqWLKn9+/fn+bnmh9TUVA0aNEiVK1eW0+lUZGSkxo8fr7x8OfJvv/2m2267Tf7+/qpUqZJGjx6trKwsq+PPnj1bv/76q15++eVLfQoAr0Dg6vb111+rWrVqatq0aZ6279Wrl2bNmqUHHnhAgwYN0urVqzVmzBht2bJFc+fOddt2x44deuCBB9SzZ09FR0drxowZ6tatm2666SZdd9116tixo0JCQjRw4EA98sgjuuuuuxQYGGg1/2+//aZ27drp+uuvV1xcnJxOp3bs2KEff/zxgo9bunSp2rZtq2rVqmnEiBE6efKk3nrrLTVr1kwbNmzIFi8PPfSQqlatqjFjxmjDhg167733VLZsWb322mt5mrNjx47q06ePvvjiC/Xo0UPS2Vcf/vGPf+jGG2/Mtv2uXbs0b948Pfjgg6pataoOHDigd955R1FRUfr9998VFham2rVrKy4uTi+99JIef/xxNW/eXJLcfpeHDx9W27Zt1alTJ3Xp0kXlypXLcb5JkyZp+fLlio6OVnx8vLy9vfXOO+9o8eLFmj17tsLCwvL0PPPq9OnTOnTokNuy4sWLq3jx4jLG6N5779W3336rnj17qkGDBlq0aJEGDx6sffv2acKECbnuNzExUS1bttSZM2f03HPPKSAgQO+++678/f3zPNuJEyc0ZMgQPf/88ypfvvwlP0dABrhKJScnG0mmffv2edp+48aNRpLp1auX2/LY2FgjySxfvty1LDw83EgyK1eudC07ePCgcTqdZtCgQa5lu3fvNpLMuHHj3PYZHR1twsPDs80wfPhw8/c/lhMmTDCSTFJSUq5znzvGBx984FrWoEEDU7ZsWXP48GHXsk2bNhkvLy/TtWvXbMfr0aOH2z7vu+8+U7p06VyP+ffnERAQYIwx5oEHHjCtWrUyxhiTmZlpypcvb0aOHJnjzyA9Pd1kZmZmex5Op9PExcW5lq1duzbbczsnKirKSDLTpk3LcV1UVJTbskWLFhlJZvTo0WbXrl0mMDDQdOjQ4aLP0da5/zbOvw0fPtwYY8y8efNcc/zdAw88YBwOh9mxY4fbvqKjo133BwwYYCSZ1atXu5YdPHjQBAcHG0lm9+7dF50vNjbWVK1a1aSnp7uOcffdd1/6E8Y1i7cwcNU6fvy4JKlEiRJ52n7hwoWSpJiYGLfl506GO/9ciTp16rj+VSxJoaGhioyM1K5duy555vOdO3fiyy+/zPPL1AkJCdq4caO6deumUqVKuZZff/31uv32213P8+/69Onjdr958+Y6fPiw62eYF507d9aKFSuUmJio5cuXKzExMce3L6Sz5014eZ39v5/MzEwdPnzY9fbMhg0b8nxMp9Op7t2752nbO+64Q0888YTi4uLUsWNH+fn56Z133snzsWw0btxYS5Yscbt17dpV0tn/zry9vfXMM8+4PWbQoEEyxuibb77Jdb8LFy7UP//5T918882uZaGhoXr00UfzNNe2bds0adIkjRs3Tk6n8xKeGfA/BASuWkFBQZLOvmSbF3/++ae8vLxUo0YNt+Xly5dXSEiI/vzzT7flVapUybaPkiVL6ujRo5c4cXYPP/ywmjVrpl69eqlcuXLq1KmTPv300wvGxLk5IyMjs62rXbu2Dh06pNTUVLfl5z+XkiVLSpLVc7nrrrtUokQJffLJJ5ozZ44aNWqU7Wd5TlZWliZMmKCaNWvK6XSqTJkyCg0N1ebNm5WcnJznY1asWNHqhMnx48erVKlS2rhxo958802VLVv2oo9JSkpSYmKi65aSknLRx5QpU0atW7d2u1WrVk3S2d9PWFhYtrCtXbu2a31u/vzzT9WsWTPb8px+1znp37+/mjZtqvvvvz9P2wMXQkDgqhUUFKSwsDD9+uuvVo87/yTG3Hh7e+e43OThRLjcjpGZmel239/fXytXrtTSpUv12GOPafPmzXr44Yd1++23Z9v2clzOcznH6XSqY8eOmjVrlubOnZvrqw+S9MorrygmJka33nqrPvzwQy1atEhLlizRddddZ3VCoM17/5L0888/6+DBg5KkX375JU+PadSokSpUqOC6XcrnWRQFy5cv13/+8x/1799fe/bscd3OnDmjkydPas+ePVavOAGcRImrWrt27fTuu+8qPj5eTZo0ueC24eHhysrK0vbt213/GpSkAwcO6NixY64rKvJDyZIl3a5YOCenf316eXmpVatWatWqld544w298soreuGFF/Ttt9+qdevWOT4PSdq6dWu2dX/88YfKlCmjgICAy38SOejcubNmzJghLy8vderUKdft/v3vf6tly5Z6//333ZYfO3ZMZcqUcd3Pa8zlRWpqqrp37646deqoadOmGjt2rO677z7XlR65mTNnjtuHZJ17JeFShYeHa+nSpTpx4oTbqxB//PGHa/2FHrt9+/Zsy3P6XZ9v7969ks6e8Hq+ffv2qWrVqpowYYIGDBhw0X0BEq9A4Cr37LPPKiAgQL169dKBAweyrd+5c6cmTZok6exL8JI0ceJEt23eeOMNSdLdd9+db3NVr15dycnJ2rx5s2tZQkJCtis9jhw5ku2x5z5Q6fxLS8+pUKGCGjRooFmzZrlFyq+//qrFixe7nmdBaNmypUaNGqXJkydf8Ax/b2/vbK9ufPbZZ9q3b5/bsnOhk1Ns2RoyZIj27t2rWbNm6Y033lBERISio6Nz/Tme06xZsxzfirhUd911lzIzMzV58mS35RMmTJDD4VDbtm0v+NhVq1ZpzZo1rmVJSUmaM2fORY972223ae7cudluoaGhatiwoebOnat77rnn0p8Yrjm8AoGrWvXq1fXRRx/p4YcfVu3atd0+ifKnn37SZ5995vqugfr16ys6Olrvvvuujh07pqioKK1Zs0azZs1Shw4d1LJly3ybq1OnThoyZIjuu+8+PfPMM0pLS9PUqVNVq1Ytt5MI4+LitHLlSt19990KDw/XwYMHNWXKFFWqVEm33HJLrvsfN26c2rZtqyZNmqhnz56uyziDg4M1YsSIfHse5/Py8tKLL7540e3atWunuLg4de/eXU2bNtUvv/yiOXPmZPvLuXr16goJCdG0adNUokQJBQQEqHHjxqpatarVXMuXL9eUKVM0fPhw12WlH3zwgVq0aKFhw4Zp7NixVvu7HPfcc49atmypF154QXv27FH9+vW1ePFiffnllxowYICqV6+e62OfffZZzZ49W3feeaf69+/vuowzPDzcLUZzUqVKlRzP2xkwYIDKlSunDh06XO5Tw7XGsxeBAIVj27Ztpnfv3iYiIsL4+vqaEiVKmGbNmpm33nrLdTmbMcacPn3ajBw50lStWtX4+PiYypUrm6FDh7ptY0zul76df/lgbpdxGmPM4sWLTd26dY2vr6+JjIw0H374YbbLOJctW2bat29vwsLCjK+vrwkLCzOPPPKI2bZtW7ZjnH+p49KlS02zZs2Mv7+/CQoKMvfcc4/5/fff3bY5d7zzLxP94IMP8nRZ4N8v48xNbpdxDho0yFSoUMH4+/ubZs2amfj4+Bwvv/zyyy9NnTp1TLFixdyeZ1RUlLnuuutyPObf93P8+HETHh5ubrzxRnP69Gm37QYOHGi8vLxMfHz8BZ+DjbxcFnnixAkzcOBAExYWZnx8fEzNmjXNuHHjTFZWVrZ9/f0yTmOM2bx5s4mKijJ+fn6mYsWKZtSoUeb999/P82WclzIvkBOHMRZnSQEAAIhzIAAAwCUgIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFi7Kj+J0v/eqZ4eAcAFrJ3ymKdHAJCLupUC87Qdr0AAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrxTw9ACBJf0x/VOHlgrItn7bgVw1853s5fbz1ao+merB5DTl9vLX057/Uf9pKHTx20gPTAteW/3z1mRZ99W8lHUiQJFUOr6YHH+utGxs304njyfpk1jvatG6VDh1MVFBIiG5u1kKduj2pgMASHp4cBYmAQJFwy6DP5e3lcN2vE15KC0fdqy9+3ClJGturmdo2rKJHxy7W8dQMTXiiuf41tI1uGzLPQxMD147SZcqpS+9+qlCximSMvl08X6+9FKNx73wkGaMjh5PU9YkBqhxRVUkHEvTOhDE6cuiQBo8Y6+nRUYAICBQJh46nu92PfSBCOxOS9f2v+xVU3FfdWv9D3V5fqu8275MkPT7pW22a+ohujiynNVsPeGJk4JrRqOmtbvcf7dlXi7/+t7b9/ota39VBz44Y51pXPqyyOvd8SpPGDFNm5hl5e/PXzNXKo7/ZQ4cOacaMGYqPj1diYqIkqXz58mratKm6deum0NBQT44HD/Ep5qVOLWrqzS83S5JuqBEqXx9vLd/0X9c22/Yd096DJ9SYgAAKVWZmpuK/W6r09JOKrHN9jtukpaSoePEA4uEq57Hf7tq1a9WmTRsVL15crVu3Vq1atSRJBw4c0JtvvqlXX31VixYtUsOGDS+4n4yMDGVkZLgtM5mn5fD2KbDZUbDubVxVIQFOfbjsD0lS+ZDiyjidqeTUU27bHTyWpnIli3tiROCa8+eu7Xq+X3edOnVKfv7+enbkeFWOqJZtu+PJR/XZh++p9d0dPTAlCpPHAqJfv3568MEHNW3aNDkcDrd1xhj16dNH/fr1U3x8/AX3M2bMGI0cOdJtmXetu+QT2S7fZ0bhiL79H1q0fq8SjqR5ehQA/19Y5QiNf/djpaWmKH7lUk1+bbji3pjuFhFpqSl65fn+qhxeTQ9HP+7BaVEYPHYZ56ZNmzRw4MBs8SBJDodDAwcO1MaNGy+6n6FDhyo5OdntVqxGmwKYGIWhSmigbqtfSTOXbHEtSzyWJqePt4IDfN22LRtSXAeOEhlAYfDx8VGFipVVvVZtdenVT+HVa2nBFx+71p9MS9Xo5/rJr3iAno0br2LFeBX4auexgChfvrzWrFmT6/o1a9aoXLlyF92P0+lUUFCQ2423L65cj7X+hw4mn9Q3a/90Lft5R5JOnc5Uy+sruZbVrBiiKmVLaDXnPwAeYbKydPr02bcV01JTFPdsXxXz8dHQUW/I19fp4elQGDz2FkZsbKwef/xxrV+/Xq1atXLFwoEDB7Rs2TJNnz5d48eP99R48ACHQ+ra6h+as3yrMrOMa/nxtFOaufQPvdazqY6kpOtE2im98XhzrdqSyAmUQCH48L23dMPNzRRatrxOpqXq++X/0W+b1mvYq5PPxsOQvspIT1f/50cpLS1VaWmpkqSg4JLy9vb28PQoKB4LiL59+6pMmTKaMGGCpkyZoszMTEmSt7e3brrpJs2cOVMPPfSQp8aDB9xWv5KqlC2hWUv/yLbu2fd+VFaW0cfPtfnfB0lNXemBKYFrT/LRo3rr1Zd09MghFQ8IVHi1mhr26mTVb/hP/bpxnbZv+VWS1PexDm6Pmzrna5UtH+aBiVEYHMYYc/HNCtbp06d16NAhSVKZMmXk43N5b0H43zs1P8YCUEDWTnnM0yMAyEXdSoF52q5IXKTr4+OjChUqeHoMAACQR3yZFgAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwViwvG23evDnPO7z++usveRgAAHBlyFNANGjQQA6HQ8aYHNefW+dwOJSZmZmvAwIAgKInTwGxe/fugp4DAABcQfIUEOHh4QU9BwAAuIJc0kmUs2fPVrNmzRQWFqY///xTkjRx4kR9+eWX+TocAAAomqwDYurUqYqJidFdd92lY8eOuc55CAkJ0cSJE/N7PgAAUARZB8Rbb72l6dOn64UXXpC3t7drecOGDfXLL7/k63AAAKBosg6I3bt364Ybbsi23Ol0KjU1NV+GAgAARZt1QFStWlUbN27Mtvw///mPateunR8zAQCAIi5PV2H8XUxMjPr27av09HQZY7RmzRp9/PHHGjNmjN57772CmBEAABQx1gHRq1cv+fv768UXX1RaWpo6d+6ssLAwTZo0SZ06dSqIGQEAQBHjMLl9vGQepKWlKSUlRWXLls3PmS6b/71TPT0CgAtYO+UxT48AIBd1KwXmaTvrVyDOOXjwoLZu3Srp7EdZh4aGXuquAADAFcb6JMoTJ07oscceU1hYmKKiohQVFaWwsDB16dJFycnJBTEjAAAoYqwDolevXlq9erUWLFigY8eO6dixY5o/f77WrVunJ554oiBmBAAARYz1Wxjz58/XokWLdMstt7iWtWnTRtOnT9edd96Zr8MBAICiyfoViNKlSys4ODjb8uDgYJUsWTJfhgIAAEWbdUC8+OKLiomJUWJiomtZYmKiBg8erGHDhuXrcAAAoGjK01sYN9xwgxwOh+v+9u3bVaVKFVWpUkWStHfvXjmdTiUlJXEeBAAA14A8BUSHDh0KeAwAAHAlyVNADB8+vKDnAAAAVxDrcyAAAACsL+PMzMzUhAkT9Omnn2rv3r06deqU2/ojR47k23AAAKBosn4FYuTIkXrjjTf08MMPKzk5WTExMerYsaO8vLw0YsSIAhgRAAAUNdYBMWfOHE2fPl2DBg1SsWLF9Mgjj+i9997TSy+9pFWrVhXEjAAAoIixDojExETVq1dPkhQYGOj6/ot27dppwYIF+TsdAAAokqwDolKlSkpISJAkVa9eXYsXL5YkrV27Vk6nM3+nAwAARZJ1QNx3331atmyZJKlfv34aNmyYatasqa5du6pHjx75PiAAACh6HMYYczk7WLVqlX766SfVrFlT99xzT37NdVn8753q6REAXMDaKY95egQAuahbKTBP213250D885//VExMjBo3bqxXXnnlcncHAACuAPn2QVIJCQl8mRYAANcIPokSAABYIyAAAIA1AgIAAFjL83dhxMTEXHB9UlLSZQ+TX45+8aSnRwBwASUbPe3pEQDk4uTPk/O0XZ4D4ueff77oNrfeemtedwcAAK5geQ6Ib7/9tiDnAAAAVxDOgQAAANYICAAAYI2AAAAA1ggIAABgjYAAAADWLikgvv/+e3Xp0kVNmjTRvn37JEmzZ8/WDz/8kK/DAQCAosk6ID7//HO1adNG/v7++vnnn5WRkSFJSk5O5ts4AQC4RlgHxOjRozVt2jRNnz5dPj4+ruXNmjXThg0b8nU4AABQNFkHxNatW3P8xMng4GAdO3YsP2YCAABFnHVAlC9fXjt27Mi2/IcfflC1atXyZSgAAFC0WQdE79691b9/f61evVoOh0P79+/XnDlzFBsbqyef5EusAAC4FuT5uzDOee6555SVlaVWrVopLS1Nt956q5xOp2JjY9WvX7+CmBEAABQxDmOMuZQHnjp1Sjt27FBKSorq1KmjwMDA/J7tkqWf8fQEAC6Er/MGiq58/zrv8/n6+qpOnTqX+nAAAHAFsw6Ili1byuFw5Lp++fLllzUQAAAo+qwDokGDBm73T58+rY0bN+rXX39VdHR0fs0FAACKMOuAmDBhQo7LR4wYoZSUlMseCAAAFH359mVaXbp00YwZM/JrdwAAoAjLt4CIj4+Xn59ffu0OAAAUYdZvYXTs2NHtvjFGCQkJWrdunYYNG5ZvgwEAgKLLOiCCg4Pd7nt5eSkyMlJxcXG644478m0wAABQdFkFRGZmprp376569eqpZMmSBTUTAAAo4qzOgfD29tYdd9zBt24CAHCNsz6Jsm7dutq1a1dBzAIAAK4Q1gExevRoxcbGav78+UpISNDx48fdbgAA4OqX5y/TiouL06BBg1SiRIn/PfhvH2ltjJHD4VBmZmb+T2mJL9MCija+TAsouvL6ZVp5Dghvb28lJCRoy5YtF9wuKioqTwcuSAQEULQREEDRle/fxnmuM4pCIAAAAM+yOgfiQt/CCQAArh1WnwNRq1ati0bEkSNHLmsgAABQ9FkFxMiRI7N9EiUAALj2WAVEp06dVLZs2YKaBQAAXCHyfA4E5z8AAIBz8hwQebzaEwAAXAPy/BZGVlZWQc4BAACuINYfZQ0AAEBAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGsEBAAAsEZAAAAAawQEAACwRkAAAABrBAQAALBGQAAAAGvFPD0AIEnvT39Hy5Ys1u7du+T081ODBjdoQEysIqpWkyQlHzumKW+/pfifflBiQoJKliyllq1aq2+//ipRooSHpweubn8sGKnwsNLZlk/7ZKUGvvqpJKnx9VU1om87NaoXoczMLG3etk/3PPW20jNOF/a4KCQEBIqEdWvX6OFHHtV19eop80ym3pr0hvr07qkvvlqg4sWL62DSQSUdPKiY2CGqXr2G9u/fp9FxI5R08KBen/imp8cHrmq3dBknby+H636dGmFaOK2fvljys6Sz8fDl5Kc0/oPFinntM53JzNL1tSoqK8t4amQUAocx5qr7Daef8fQEuFxHjhxRy+ZNNGPWh7qpYaMct1m86Bs9P2SwVq3bqGLFaOErSclGT3t6BFyGcbH3q23zuqrbfqQk6btZg7Rs9R+Km7LAw5MhP5z8eXKetuMcCBRJKSdOSJKCgoMvsE2KAgMDiQegEPkU81anuxpp1pfxkqTQkoG6+fqqSjqSom9nxmjP0le0+L3+atqgmocnRUEr0gHx119/qUePHhfcJiMjQ8ePH3e7ZWRkFNKEKAhZWVka+9oranDDjapZs1aO2xw9ekTvTpui+x98uJCnA65t97a8XiEl/PXh16slSVUrlZEkvfDEXZrxxU9q33eKNm75Swvf6afqVUI9OSoKWJEOiCNHjmjWrFkX3GbMmDEKDg52u417bUwhTYiC8Mrokdq5fbvGjp+Q4/qUlBQ9/eQTqla9uvo8xUvhQGGK7tBUi378XQlJyZIkr/9/bsT7n/+g2V+t0qat/9Wzr3+hbXsOKrp9E0+OigLm0dd+v/rqqwuu37Vr10X3MXToUMXExLgtM97Oy5oLnvPK6Dit/G6FZsz6UOXKl8+2PjU1RU890UsBAQGa8Obb8vHx8cCUwLWpSoWSuq1xpDrFTnctS0g6LknasivRbdutuxNVuXzJQp0PhcujAdGhQwc5HA5d6DxOh8OR6zpJcjqdcjrdg4GTKK88xhiNeXmUli9bovdnzlalSpWzbZOSkqInH+8pX19fTZo8NdvvHUDBeuzeJjp45IS++f4317I/9x/W/oPHVCuirNu2NcLLavGPvxf2iChEHn0Lo0KFCvriiy+UlZWV423Dhg2eHA+F6JVRI7Vw/ld6dezrCigeoENJSTqUlKT09HRJZ+OhT+8eOnkyTSPiXlZqSoprm8zMTA9PD1z9HA6Hurb/p+bMX63MzCy3dRNmLdVTnVrovtYNVK1yGb301N2KjCinmfPiPTQtCoNHX4G46aabtH79erVv3z7H9Rd7dQJXj08/+ViS1LPbY27L40aPUfv7OmrL77/pl82bJEnt2t7uts3CxctUsWKlwhkUuEbd1jhSVSqU0qx5q7Ktm/zRCvk5fTR20P0qGVxcv2zbp3ZPTtbu/x7ywKQoLB79HIjvv/9eqampuvPOO3Ncn5qaqnXr1ikqKspqv7yFARRtfA4EUHTl9XMg+CApAIWOgACKLj5ICgAAFBgCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDUCAgAAWCMgAACANQICAABYIyAAAIA1AgIAAFgjIAAAgDWHMcZ4egjgQjIyMjRmzBgNHTpUTqfT0+MA+Bv+fF67CAgUecePH1dwcLCSk5MVFBTk6XEA/A1/Pq9dvIUBAACsERAAAMAaAQEAAKwRECjynE6nhg8fzglaQBHEn89rFydRAgAAa7wCAQAArBEQAADAGgEBAACsERAAAMAaAYEi7e2331ZERIT8/PzUuHFjrVmzxtMjAZC0cuVK3XPPPQoLC5PD4dC8efM8PRIKGQGBIuuTTz5RTEyMhg8frg0bNqh+/fpq06aNDh486OnRgGteamqq6tevr7ffftvTo8BDuIwTRVbjxo3VqFEjTZ48WZKUlZWlypUrq1+/fnruuec8PB2AcxwOh+bOnasOHTp4ehQUIl6BQJF06tQprV+/Xq1bt3Yt8/LyUuvWrRUfH+/ByQAAEgGBIurQoUPKzMxUuXLl3JaXK1dOiYmJHpoKAHAOAQEAAKwRECiSypQpI29vbx04cMBt+YEDB1S+fHkPTQUAOIeAQJHk6+urm266ScuWLXMty8rK0rJly9SkSRMPTgYAkKRinh4AyE1MTIyio6PVsGFD3XzzzZo4caJSU1PVvXt3T48GXPNSUlK0Y8cO1/3du3dr48aNKlWqlKpUqeLByVBYuIwTRdrkyZM1btw4JSYmqkGDBnrzzTfVuHFjT48FXPNWrFihli1bZlseHR2tmTNnFv5AKHQEBAAAsMY5EAAAwBoBAQAArBEQAADAGgEBAACsERAAAMAaAQEAAKwREAAAwBoBAQAArBEQAFy6deumDh06uO63aNFCAwYMKPQ5VqxYIYfDoWPHjhXYMc5/rpeiMOYEiioCAijiunXrJofDIYfDIV9fX9WoUUNxcXE6c+ZMgR/7iy++0KhRo/K0bWH/ZRoREaGJEycWyrEAZMeXaQFXgDvvvFMffPCBMjIytHDhQvXt21c+Pj4aOnRotm1PnTolX1/ffDluqVKl8mU/AK4+vAIBXAGcTqfKly+v8PBwPfnkk2rdurW++uorSf97Kf7ll19WWFiYIiMjJUl//fWXHnroIYWEhKhUqVJq37699uzZ49pnZmamYmJiFBISotKlS+vZZ5/V+V+Nc/5bGBkZGRoyZIgqV64sp9OpGjVq6P3339eePXtcX6xUsmRJORwOdevWTdLZr2EfM2aMqlatKn9/f9WvX1///ve/3Y6zcOFC1apVS/7+/mrZsqXbnJciMzNTPXv2dB0zMjJSkyZNynHbkSNHKjQ0VEFBQerTp49OnTrlWpeX2YFrFa9AAFcgf39/HT582HV/2bJlCgoK0pIlSyRJp0+fVps2bdSkSRN9//33KlasmEaPHq0777xTmzdvlq+vr15//XXNnDlTM2bMUO3atfX6669r7ty5uu2223I9bteuXRUfH68333xT9evX1+7du3Xo0CFVrlxZn3/+ue6//35t3bpVQUFB8vf3lySNGTNGH374oaZNm6aaNWtq5cqV6tKli0JDQxUVFaW//vpLHTt2VN++ffX4449r3bp1GjRo0GX9fLKyslSpUiV99tlnKl26tH766Sc9/vjjqlChgh566CG3n5ufn59WrFihPXv2qHv37ipdurRefvnlPM0OXNMMgCItOjratG/f3hhjTFZWllmyZIlxOp0mNjbWtb5cuXImIyPD9ZjZs2ebyMhIk5WV5VqWkZFh/P39zaJFi4wxxlSoUMGMHTvWtf706dOmUqVKrmMZY0xUVJTp37+/McaYrVu3GklmyZIlOc757bffGknm6NGjrmXp6emmePHi5qeffnLbtmfPnuaRRx4xxhgzdOhQU6dOHbf1Q4YMybav84WHh5sJEybkuv58ffv2Nffff7/rfnR0tClVqpRJTU11LZs6daoJDAw0mZmZeZo9p+cMXCt4BQK4AsyfP1+BgYE6ffq0srKy1LlzZ40YMcK1vl69em7nPWzatEk7duxQiRIl3PaTnp6unTt3Kjk5WQkJCWrcuLFrXbFixdSwYcNsb2Ocs3HjRnl7e1v9y3vHjh1KS0vT7bff7rb81KlTuuGGGyRJW7ZscZtDkpo0aZLnY+Tm7bff1owZM7R3716dPHlSp06dUoMGDdy2qV+/vooXL+523JSUFP31119KSUm56OzAtYyAAK4ALVu21NSpU+Xr66uwsDAVK+b+RzcgIMDtfkpKim666SbNmTMn275CQ0MvaYZzb0nYSElJkSQtWLBAFStWdFvndDovaY68+Ne//qXY2Fi9/vrratKkiUqUKKFx48Zp9erVed6Hp2YHrhQEBHAFCAgIUI0aNfK8/Y033qhPPvlEZcuWVVBQUI7bVKhQQatXr9att94qSTpz5ozWr1+vG2+8Mcft69Wrp6ysLH333Xdq3bp1tvXnXgHJzMx0LatTp46cTqf27t2b6ysXtWvXdp0Qes6qVasu/iQv4Mcff1TTpk311FNPuZbt3Lkz23abNm3SyZMnXXG0atUqBQYGqnLlyipVqtRFZweuZVyFAVyFHn30UZUpU0bt27fX999/r927d2vFihV65pln9N///leS1L9/f7366quaN2+e/vjjDz311FMX/AyHiIgIRUdHq0ePHpo3b55rn59++qkkKTw8XA6HQ/Pnz1dSUpJSUlJUokQJxcbGauDAgZo1a5Z27typDRs26K233tKsWbMkSX369NH27ds1ePBgbd26VR999JFmzpyZp+e5b98+bdy40e129OhR1axZU+vWrdOiRYu0bds2DRs2TGvXrs32+FOnTqlnz576/ffftXDhQg0fPlxPP/20vLy88jQ7cE3z9EkYAC7s7ydR2qxPSEgwXbt2NWXKlDFOp9NUq1bN9O7d2yQnJxtjzp402b9/fxMUFGRCQkJMTEyM6dq1a64nURpjzMmTJ83AgQNNhQoVjK+vr6lRo4aZMWOGa31cXJwpX768cTgcJjo62hhz9sTPiRMnmsjISOPj42NCQ0NNmzZtzHfffed63Ndff21q1KhhnE6nad68uZkxY0aeTqKUlO02e/Zsk56ebrp162aCg4NNSEiIefLJJ81zzz1n6tevn+3n9tJLL5nSpUubwMBA07t3b5Oenu7a5mKzcxIlrmUOY3I5YwoAACAXvIUBAACsERAAAMAaAQEAAKwREAAAwBoBAQAArBEQAADAGgEBAACsERAAAMAaAQEAAKwREAAAwBoBAQAArP0/zsQsgEu1mb8AAAAASUVORK5CYII=\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "======== FOLD 5/5 ========\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/800 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "176a35374d3b48ec82a264c7e12fd393"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/200 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ab6eb3e6c55c499cba8718cf22343aef"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[I 2026-10-03 03:43:15,728] A new study created in memory with name: fold_4_hp_tuning\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimizing hyperparameters for Fold 5...\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3c87f803fb014932987f766cfb7cf50c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b301673a333a4cc48b3b2abb6fb7b9ad"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='500' max='700' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [500/700 00:19 < 00:07, 25.55 it/s, Epoch 5/7]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.697977</td>\n",
              "      <td>0.693098</td>\n",
              "      <td>0.478491</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.690715</td>\n",
              "      <td>0.692731</td>\n",
              "      <td>0.507103</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.692799</td>\n",
              "      <td>0.692537</td>\n",
              "      <td>0.522609</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.690663</td>\n",
              "      <td>0.692350</td>\n",
              "      <td>0.538265</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.696410</td>\n",
              "      <td>0.692278</td>\n",
              "      <td>0.546919</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a83cd77b288a481999b088378286509f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6c78ba7ddee740078cf4143db35f25a2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "cc4681156d1540eba531415d8b18288f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "e6e8975d619e49228f7778f0004fc4f9"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "34fa8c948fdb41bebc9a622e20d5f62a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.696410</td>\n",
              "      <td>0.692278</td>\n",
              "      <td>5</td>\n",
              "      <td>0.546919</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:43:36,815] Trial 0 finished with value: 0.6922778487205505 and parameters: {'learning_rate': 1.0479209607409984e-06, 'num_train_epochs': 7}. Best is trial 0 with value: 0.6922778487205505.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "cf2bcbdbc3e843be9b5ee992284eaa72"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='400' max='400' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [400/400 00:15, Epoch 4/4]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.691566</td>\n",
              "      <td>0.692146</td>\n",
              "      <td>0.560724</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.693501</td>\n",
              "      <td>0.691834</td>\n",
              "      <td>0.588936</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.690519</td>\n",
              "      <td>0.691515</td>\n",
              "      <td>0.596539</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.690763</td>\n",
              "      <td>0.691465</td>\n",
              "      <td>0.602041</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "083d475821334389bd0f1bbae69abc1d"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a71c396bb3d3474595bd2e7677362188"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "957cd2eab4c44f89b6bafe0a8f7fb41e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6e6c5f6903a040079e04f74fa3c7da67"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.690763</td>\n",
              "      <td>0.691465</td>\n",
              "      <td>4</td>\n",
              "      <td>0.602041</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:43:53,998] Trial 1 finished with value: 0.6914650797843933 and parameters: {'learning_rate': 1.7153611122320223e-06, 'num_train_epochs': 4}. Best is trial 1 with value: 0.6914650797843933.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "c40322b5222d43f1a4aebb7bb5732e6d"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='300' max='300' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [300/300 00:11, Epoch 3/3]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.694236</td>\n",
              "      <td>0.691389</td>\n",
              "      <td>0.626751</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.690005</td>\n",
              "      <td>0.689969</td>\n",
              "      <td>0.657663</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.687634</td>\n",
              "      <td>0.688842</td>\n",
              "      <td>0.659064</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "ec398f1edaea40e68a3a6e6ae5c4d158"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "14c5e83fce4445158330d7f372f393e2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "47bce30fb64e4e87b833314aa3fd3941"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.687634</td>\n",
              "      <td>0.688842</td>\n",
              "      <td>3</td>\n",
              "      <td>0.659064</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:44:07,437] Trial 2 finished with value: 0.6888424754142761 and parameters: {'learning_rate': 4.9195571861870535e-06, 'num_train_epochs': 3}. Best is trial 2 with value: 0.6888424754142761.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/tmp/ipykernel_21422/3439217047.py:99: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead.\n",
            "  learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "93917fb1d2f8448085cd68b0d94077d2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:23, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.694049</td>\n",
              "      <td>0.692028</td>\n",
              "      <td>0.592237</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.695514</td>\n",
              "      <td>0.690908</td>\n",
              "      <td>0.642057</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.689969</td>\n",
              "      <td>0.688243</td>\n",
              "      <td>0.659164</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.686490</td>\n",
              "      <td>0.682842</td>\n",
              "      <td>0.662965</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.670923</td>\n",
              "      <td>0.672396</td>\n",
              "      <td>0.663866</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.647349</td>\n",
              "      <td>0.662238</td>\n",
              "      <td>0.671569</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8b29521de69143b0b27c46e8b2e192de"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "36a93d4fb1fc49839f2e94087ac27895"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0c51230d54c5448ea71bd70e7afe25f2"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4de09efed83f4595a86614e6eefc4eef"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5adcc906fa504ff89055a6cf84ed109a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "fa9b26388bcf4f1ab7e0ac8b1ff87fdc"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.647349</td>\n",
              "      <td>0.662238</td>\n",
              "      <td>6</td>\n",
              "      <td>0.671569</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[I 2026-10-03 03:44:32,662] Trial 3 finished with value: 0.6622376441955566 and parameters: {'learning_rate': 4.2225082168437346e-06, 'num_train_epochs': 6}. Best is trial 3 with value: 0.6622376441955566.\n",
            "Best trial for Fold 5:\n",
            "  Value (Eval Loss): 0.6622\n",
            "  Params: {'learning_rate': 4.2225082168437346e-06, 'num_train_epochs': 6}\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading weights:   0%|          | 0/101 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "222f9a03c47b4fc28b816e68e28cff11"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "[transformers] \u001b[1mRobertaForSequenceClassification LOAD REPORT\u001b[0m from: distilroberta-base\n",
            "Key                         | Status     | \n",
            "----------------------------+------------+-\n",
            "lm_head.bias                | UNEXPECTED | \n",
            "lm_head.layer_norm.bias     | UNEXPECTED | \n",
            "lm_head.dense.weight        | UNEXPECTED | \n",
            "lm_head.layer_norm.weight   | UNEXPECTED | \n",
            "lm_head.dense.bias          | UNEXPECTED | \n",
            "roberta.pooler.dense.weight | UNEXPECTED | \n",
            "roberta.pooler.dense.bias   | UNEXPECTED | \n",
            "classifier.dense.weight     | MISSING    | \n",
            "classifier.out_proj.weight  | MISSING    | \n",
            "classifier.out_proj.bias    | MISSING    | \n",
            "classifier.dense.bias       | MISSING    | \n",
            "\n",
            "Notes:\n",
            "- UNEXPECTED:\tcan be ignored when loading from different task/architecture; not ok if you expect identical arch.\n",
            "- MISSING:\tthose params were newly initialized because missing from the checkpoint. Consider training on your downstream task.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='600' max='600' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [600/600 00:24, Epoch 6/6]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>0.702299</td>\n",
              "      <td>0.692007</td>\n",
              "      <td>0.569628</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>0.698292</td>\n",
              "      <td>0.690187</td>\n",
              "      <td>0.640356</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>0.689268</td>\n",
              "      <td>0.684998</td>\n",
              "      <td>0.678872</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>0.660939</td>\n",
              "      <td>0.667505</td>\n",
              "      <td>0.691677</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>5</td>\n",
              "      <td>0.623000</td>\n",
              "      <td>0.633749</td>\n",
              "      <td>0.709084</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>6</td>\n",
              "      <td>0.591217</td>\n",
              "      <td>0.625554</td>\n",
              "      <td>0.708683</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "54522990aed749f481f7a490e9e021f3"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2a1281e7da5b4a058ab0f9c6bdc77233"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "28c7107f8c3244dfbfb3f6b0eca53abd"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3aa061cc055f4a85a08b7ef6fc3df086"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2e014b757706405baef85e895d4599cb"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Writing model shards:   0%|          | 0/1 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "232ed7c64eed472d8c384c7d587bdaa1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='25' max='25' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [25/25 00:00]\n",
              "    </div>\n",
              "    "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Epoch</th>\n",
              "      <th>Auc Roc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>0.591217</td>\n",
              "      <td>0.625554</td>\n",
              "      <td>6</td>\n",
              "      <td>0.708683</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "AUC-ROC do fold 5 com melhores HPs: 0.7087\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": []
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "======= RESULTADOS FINAIS ======\n",
            "AUC-ROC por fold: [0.7111711171117112, 0.8896389638963896, 0.6916691669166918, 0.7833133253301321, 0.7086834733893558]\n",
            "Média: 0.756895209328856\n",
            "Desvio padrão: 0.07346879872419038\n",
            "\n",
            "======= MATRIZ DE CONFUSÃO AGREGADA ======\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 800x800 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **Treinamento com Vocabulário original**"
      ],
      "metadata": {
        "id": "EPTCH7EEtEwi"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "ds = load_dataset(\"stanfordnlp/imdb\")\n",
        "ds = ds[\"train\"]\n",
        "\n",
        "negative_results = ds.select(range(2500))\n",
        "positive_results = ds.select(range(22500,25000))\n",
        "\n",
        "sliced_dataset = concatenate_datasets([positive_results, negative_results])\n",
        "sliced_dataset = sliced_dataset.shuffle(seed=42)\n",
        "\n",
        "for i in range(10):\n",
        "    print(sliced_dataset[4599+i][\"label\"])\n",
        "\n",
        "tokenizer = RobertaTokenizerFast.from_pretrained(\"distilroberta-base\")\n",
        "\n",
        "def tokenize(batch):\n",
        "    return tokenizer(\n",
        "        batch[\"text\"],\n",
        "        truncation=True,\n",
        "        padding=\"max_length\",\n",
        "        max_length=128\n",
        "    )\n",
        "\n",
        "encoded = sliced_dataset.map(tokenize, batched=True)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 893,
          "referenced_widgets": [
            "9f7b95103d4b4141897ae8cd526dfa9d",
            "617dd412fb354351b20b341ffa67d4da",
            "bf31db3ff3fa4965a9d0d6bef5079ed7",
            "280de6cc84d24ddb8d016c76434979de",
            "96c592a743f048f1a71aabb4f0c73128",
            "17813e2e447b427ca14f355bb2188685",
            "28f2dd67a15a4c0ca616671983e31d5d",
            "f4c148c9094a45e18155b5e8a1509ae8",
            "0e08ba6cce454f3b85200138a7fd54cc",
            "f43685bc9231428ab2691a9a3a303dbe",
            "0ab3bdaab9244553846d7c98fe25cc13",
            "4ee262acd00042bba9957053de3907c1",
            "1420fb27557143bfb083c8b3424742aa",
            "728a000bb24548d899fa520ccdde996e",
            "94f59594efff449a90d5b2c825d0af2f",
            "91b5653ab4a147c985a4bf40a30cedf3",
            "ddfb93d3414943a4bf2c5e06978f26db",
            "3119a716b0a049229da3e8411d63b9c8",
            "af4f8fce91154df5b42978a8d160c7bf",
            "de7236b982c34eaabb22ead92a326465",
            "67f36c54791f4a4a825c6bd72fe01115",
            "c387c41b4da34ec0ae37a0dc3db97ca6",
            "fdbd299d5ab2435b908dc0e74231c377",
            "05fa7baafe6e49d58fc8b3939537fba9",
            "8fe47529e3114f0a8e1d3ae1bcf43c36",
            "c6fee310d127498395e13ee2ab4ae57f",
            "7e73bb2a3066446883a9afc9faf369ee",
            "d71c92fd60474de790aeb9f6ed20324c",
            "2abf54c11709494ba579b50ca2f6e536",
            "1db64606141d4c2a807bf192d72c4a63",
            "d37fb1b8cb414eeeb8cbb8d35d05207b",
            "d6130f97b0744799b640eb012df9eb28",
            "83c314d9bde94b74891213d3af8872f8",
            "755b113a1007499bae9282325cc0ca46",
            "30ebbc0ebd644608a68637d563716715",
            "aae09fdd978d4037a2e5dc4b1a1abeaa",
            "7b5805887da948b8968443dfd4c7f950",
            "aaebd05a187c4f9fbdd2ffca09ece6fa",
            "9eecb8aec4fc4c0daf57fea1aaa5b938",
            "897d290cc84e4606a26b44a8f8142b50",
            "ee0190b09eb5472a8943011679bbb9ee",
            "b5412cfe6d384d71865f5c6fcdfeb2f0",
            "eb8b136d91794377bb28b46234d95e53",
            "f080424b962848a5b031a6c8ec0b0d06",
            "9b014f2230104796aa3ee928f2e26c8c",
            "a9931c27912b4a26b1426143e4b44f0b",
            "9de69f336ebf486db7a238c70ab5c0af",
            "ccedec4ec0674354a6a54c3a423e89c7",
            "2472b458f7d94afc9c8e895862cec427",
            "76087117485c4ec0b7f025f2805513c8",
            "42fe7e2ed5224570a6baeb2ebe84c025",
            "21dad43d6c524f2498163e770c702896",
            "a666d2bec0344366a9bfc30c99cb62cf",
            "8c4cd0d5eacd4178a753d893086ceaa1",
            "5c3b800e3b4647eba0d89ede16906535",
            "f0390fbab5f144bbad9529180d54782b",
            "cba993fb923043d08f9807edffeee58d",
            "9fcd337944f547f890639acc7bd6861b",
            "30ebffe86b9c4c788b6ef57f96919203",
            "f8d376eeefc74b73a0d5ba0fffa4faa3",
            "78e2b16a64d14e21940e4685eb59906b",
            "b8be403388f149e9bc4541f8b8bd7716",
            "3abc75d7b76443439f1a059362c847bb",
            "48b8e20596eb44368e0812fd4b95ef09",
            "fe1aeaa5606a436a8c8be015ce433d57",
            "553352415b664ed1830791a0fb65c470",
            "1ca64c6674e040f08d9f40bc028463ff",
            "32246e66b4b24061b46240005b72f5bb",
            "c124088450e7433995711be6baf608dd",
            "f5973680cf8f4208ab2dbe51231748de",
            "5a61b9bd622d4a4880cf2f21507e1a31",
            "ab20d17485334ac2acc8db3083f26c5e",
            "469153e5ac8b4cfe95dbb1a36a5b5a2b",
            "e230c7c57ec94441a56e54db984b354e",
            "6e3d4a7233994f53a7003f528b7b285c",
            "89935bed49bd457097fde13540034141",
            "382163e4bd8e4b18a52965168a454a31",
            "faeac43198a545308763683cb13eb636",
            "1f7df6c768bd46aa9735b8ac0dc46f47",
            "d0a6ff19fd7a4fc5ad86f7535ed43938",
            "258b1728901e46f786e27e45f25e99f6",
            "3b6e1141a79b45d49e05fd5a8ffe73f5",
            "6a16dfe5c12849178be2dd34f7586832",
            "3bfd03601ded4aa0aa809f416fafcbd6",
            "b7f1433fad1746babec4587ef8c6b9c9",
            "8d0a56e722274b33a8d1887fb3b5ab42",
            "7a1a74e125e34f00af0f2dbc0583c221",
            "cbfa8e4024444e0ab659baa1a41cd948",
            "d717885a98324a64a48e24719c69eb9f",
            "68013d61903b4911b62e68491e5b432b",
            "f04e38bac9c24529b098ae0b22a903e2",
            "449a278a6f9948c8b193f69d706af7c7",
            "65d1f65cbeb64525b0da469220163270",
            "f5bf200621514ed49611b98f04d556d3",
            "b60abf98f5bc4b03af42b50c610b4044",
            "98f1722d064b4b05be8e0e8a66c60232",
            "14206fda2dfe477691e472f941621963",
            "c643c01686d44b37b222d8ca789d9044",
            "00fe140ce7b445f09f76e8f729256e40",
            "4e44e5646a45410a8b057e7dbda91c1a",
            "3cf2a495a76549d5a27fef1f0daee1d3",
            "22dbeeed6501412bb575791aa0d14b10",
            "034423386f05445da78bfe237384544f",
            "fef8f6eee61d456abf4b6546275890f4",
            "96e2cb223a3842a3b55ff9d0a100c3c8",
            "46e84dc5e1594564bf7a8d81e666d5e0",
            "4e6fe082c684467fb354e95505283ff5",
            "1f8a5786196b4ba68e068d6711156d79",
            "b685cf8f30e744c59d1c76a0292bc53c",
            "6545912afb5f4c5c9c030ca7f4998d7a",
            "3fe8c6ab9cb14b8591584e4e3f750e0f",
            "d259b417cbbd4e26a052dac1325efd0b",
            "0dca969370af443d8b5c15b22dc21da0",
            "3c70e8386b59420a873a8b5d597dae30",
            "d54a0d04a490445dbc0d964f219174aa",
            "3535022481774e63967df6dc8c7c7df7",
            "7c259dd94c9e4488865ad0ddd006bba1",
            "446bc1b72bf3475386242c31dd57c930",
            "2253bd3abb764f999aed2ad4b88ffdd1",
            "dbf04c69eba34d6199841150823aedd7",
            "debf69398cbe483b9e67db0e8b0bc499",
            "04d52ace31f04b69b280660a9775d9df",
            "90d05c5edc76461a98edf9245bb4d225",
            "f42323eccdcb42f3b9ff6ab23367ac9d",
            "169852f4870041bf9f7f98d75e3f46f9",
            "91e0c72f4f134b0b95e92285c4af1ba8",
            "c62816d5ccf04245be2e720b8b85c320",
            "ae75974d3c7b4effbcca95d47293b114",
            "69bbba88ff29445485dd1f9044dd0961",
            "a43723f9d560414d9d68653b3b658dbe",
            "907d7d5f026f4cf2936079e8b2287234",
            "0aa91b5eb6294a83b4754796177969e7",
            "0f9ccd62c5034f41bcab00cf78651863",
            "8143d076e6e24bb9a3ed96bee2d569b0",
            "96720c783bee49b99a8eefb286ab3a1c",
            "0018e8ed2ff146909f247bf5a13528d3",
            "584079c074c84a458c38e59803d2c244",
            "7541417e2395483b990b9130e6bd39df",
            "7cd3ae996ae54f85910d0e68fc4259c0",
            "297c4f242bd14e16ac3b41d1dbdf774d",
            "05cae91b8f9449d18fe17ad3cc3eaae7",
            "f0df642ff8ca4c4e9b008c92da422a8c",
            "90fda627a398433aa9f9ccd6c2d950e2",
            "a5805086dfec415ca56ad1da70f45f42",
            "a252a9a08f114de3a66ef17909f10f2f",
            "b59962a95f8f4700bd36fe60f215c3e8",
            "504ba752fe2f4e1c9c52d679988556bc",
            "dcfc08efde434133bd35153ecba5adb6",
            "aeffcc63294a42198de3e9b54eb15057",
            "ff9db384d468451189d12ac8db31597c",
            "04d0b4385663469498c2d0101ffd5bcf",
            "5824e17227704f3e901df17e3d0742ce",
            "dd3e816c82ac46b2a2745aec05b3f486",
            "e96982d851784b21a5af038c84f2d0e6",
            "8a500076fa9d4f65876fc155e9ec1d55",
            "e16ee60a8e4248c3b971b4108ec14439",
            "165168331a684543b331dc3f7f4f9357",
            "f740de467e614521bdf177439dd8d1b9",
            "81460f07f6ed4755a55ce2ffc9f923f5",
            "26b7249fd64a4cd280159a5301ecc41e",
            "02e0f6e6efeb42e29259b35fe83f3b27",
            "3a586ca65f6a4f16973a4c3aab19daab",
            "c4d7102fd8f044148b4d2c1a71ab505f",
            "e878f1f66ee14cee87d76dcff7409d8f",
            "799058ea568b44ffa199030a24d7a9ba"
          ]
        },
        "id": "V19yX6KqtlMF",
        "outputId": "743d8d1c-2f3b-4294-965b-0fc782fc1dc1"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n",
            "WARNING:huggingface_hub.utils._http:Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "README.md:   0%|          | 0.00/7.81k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9f7b95103d4b4141897ae8cd526dfa9d"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/train-00000-of-00001.parquet: reconstructing file:   0%|          |  0.00B / 21.0MB            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4ee262acd00042bba9957053de3907c1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/train-00000-of-00001.parquet: downloading bytes:           |  0.00B            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "fdbd299d5ab2435b908dc0e74231c377"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/test-00000-of-00001.parquet: reconstructing file:   0%|          |  0.00B / 20.5MB            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "755b113a1007499bae9282325cc0ca46"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/test-00000-of-00001.parquet: downloading bytes:           |  0.00B            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9b014f2230104796aa3ee928f2e26c8c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/unsupervised-00000-of-00001.p(…): reconstructing file:   0%|          |  0.00B / 42.0MB            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f0390fbab5f144bbad9529180d54782b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "plain_text/unsupervised-00000-of-00001.p(…): downloading bytes:           |  0.00B            "
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1ca64c6674e040f08d9f40bc028463ff"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating train split:   0%|          | 0/25000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "faeac43198a545308763683cb13eb636"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating test split:   0%|          | 0/25000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d717885a98324a64a48e24719c69eb9f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating unsupervised split:   0%|          | 0/50000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "4e44e5646a45410a8b057e7dbda91c1a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0\n",
            "0\n",
            "0\n",
            "1\n",
            "0\n",
            "0\n",
            "1\n",
            "1\n",
            "1\n",
            "0\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer_config.json:   0%|          | 0.00/25.0 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3fe8c6ab9cb14b8591584e4e3f750e0f"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "vocab.json:   0%|          | 0.00/899k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "04d52ace31f04b69b280660a9775d9df"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "merges.txt:   0%|          | 0.00/456k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0f9ccd62c5034f41bcab00cf78651863"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer.json:   0%|          | 0.00/1.36M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a5805086dfec415ca56ad1da70f45f42"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map:   0%|          | 0/5000 [00:00<?, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8a500076fa9d4f65876fc155e9ec1d55"
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# =======================================================\n",
        "# 2. Tokenizer do RoBERTa\n",
        "# =======================================================\n",
        "#sliced_dataset = load_dataset(\"csv\",data_files = \"/content/sliced_dataset.csv\")\n",
        "sliced_dataset = load_dataset(\"Italo002/medical-abstracts-binary-classification\")\n",
        "tokenizer = RobertaTokenizerFast.from_pretrained(\"distilroberta-base\")\n",
        "\n",
        "def tokenize(batch):\n",
        "    return tokenizer(\n",
        "        batch[\"medical_abstract\"],\n",
        "        truncation=True,\n",
        "        padding=\"max_length\",\n",
        "        max_length=128\n",
        "    )\n",
        "\n",
        "encoded = sliced_dataset.map(tokenize, batched=True)\n",
        "\n",
        "# remover colunas não usadas\n",
        "encoded = encoded.remove_columns([\"condition_label\"])"
      ],
      "metadata": {
        "id": "zF9AwYQCtnGX"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "import shutil\n",
        "from transformers import (\n",
        "    RobertaTokenizerFast,\n",
        "    RobertaForSequenceClassification,\n",
        "    TrainingArguments,\n",
        "    Trainer,\n",
        "    EarlyStoppingCallback\n",
        ")\n",
        "import numpy as np\n",
        "from sklearn.model_selection import StratifiedKFold\n",
        "from sklearn.metrics import confusion_matrix\n",
        "import torch\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "import optuna\n",
        "\n",
        "k = 5\n",
        "kf = StratifiedKFold(n_splits=k, shuffle=True, random_state=42)\n",
        "\n",
        "# 🔥 limitar dataset conforme os experimentos anteriores\n",
        "small_dataset = encoded['train'].select(range(min(1000, len(encoded['train']))))\n",
        "#small_dataset = encoded.select(range(min(1000, len(encoded))))\n",
        "\n",
        "# Extrair rótulos para o StratifiedKFold\n",
        "y_labels = np.array(small_dataset[\"label\"])\n",
        "\n",
        "X = np.arange(len(small_dataset))\n",
        "results = []\n",
        "\n",
        "# Listas para acumular as predições e rótulos reais de todos os folds\n",
        "all_y_true = []\n",
        "all_y_pred = []\n",
        "\n",
        "def model_init():\n",
        "    return RobertaForSequenceClassification.from_pretrained(\n",
        "        \"distilroberta-base\",\n",
        "        num_labels=2\n",
        "    )\n",
        "\n",
        "for fold, (train_idx, test_idx) in enumerate(kf.split(X, y_labels)):\n",
        "    print(f\"\\n======== FOLD {fold+1}/{k} ========\")\n",
        "\n",
        "    train_split_encoded = small_dataset.select(train_idx)\n",
        "    eval_split_encoded = small_dataset.select(test_idx)\n",
        "\n",
        "    # Ajustar nomes de coluna para o Hugging Face Trainer\n",
        "    train_split_encoded = train_split_encoded.rename_column(\"label\", \"labels\")\n",
        "    eval_split_encoded = eval_split_encoded.rename_column(\"label\", \"labels\")\n",
        "\n",
        "    # --- Optuna Hyperparameter Optimization ---\n",
        "    def objective(trial):\n",
        "        learning_rate = trial.suggest_loguniform(\"learning_rate\", 1e-6, 1e-4)\n",
        "        num_train_epochs = trial.suggest_int(\"num_train_epochs\", 3, 7)\n",
        "\n",
        "        model = model_init()\n",
        "        model.resize_token_embeddings(len(tokenizer))\n",
        "\n",
        "        training_args = TrainingArguments(\n",
        "            output_dir=f\"./results_original_fold_{fold}_optuna_trial_{trial.number}\",\n",
        "            learning_rate=learning_rate,\n",
        "            per_device_train_batch_size=8,\n",
        "            per_device_eval_batch_size=8,\n",
        "            num_train_epochs=num_train_epochs,\n",
        "            weight_decay=0.01,\n",
        "            eval_strategy=\"epoch\",\n",
        "            save_strategy=\"epoch\",\n",
        "            logging_strategy=\"steps\",\n",
        "            logging_steps=50,\n",
        "            load_best_model_at_end=True,\n",
        "            metric_for_best_model=\"eval_loss\",\n",
        "            greater_is_better=False,\n",
        "            report_to=\"none\"\n",
        "        )\n",
        "\n",
        "        early_stopping_callback = EarlyStoppingCallback(early_stopping_patience=4, early_stopping_threshold=0.001)\n",
        "\n",
        "        trainer = Trainer(\n",
        "            model=model,\n",
        "            args=training_args,\n",
        "            train_dataset=train_split_encoded,\n",
        "            eval_dataset=eval_split_encoded,\n",
        "            compute_metrics=compute_auc_roc,\n",
        "            callbacks=[early_stopping_callback]\n",
        "        )\n",
        "\n",
        "        trainer.train()\n",
        "        metrics = trainer.evaluate()\n",
        "\n",
        "        return metrics.get(\"eval_loss\", float('inf'))\n",
        "\n",
        "    print(f\"Optimizando hiperparâmetros para Fold {fold+1}...\")\n",
        "    os.environ[\"OPTUNA_LOGGING_VERBOSITY\"] = \"ERROR\"\n",
        "    study = optuna.create_study(direction=\"minimize\", study_name=f\"original_fold_{fold}_hp_tuning\")\n",
        "    study.optimize(objective, n_trials=4, show_progress_bar=True)\n",
        "\n",
        "    print(f\"Best trial para Fold {fold+1}:\")\n",
        "    print(f\"  Value (Eval Loss): {study.best_value:.4f}\")\n",
        "    print(f\"  Params: {study.best_trial.params}\")\n",
        "\n",
        "    # Limpar diretórios temporários do Optuna\n",
        "    for trial in study.trials:\n",
        "        trial_output_dir = f\"./results_original_fold_{fold}_optuna_trial_{trial.number}\"\n",
        "        if os.path.exists(trial_output_dir):\n",
        "            shutil.rmtree(trial_output_dir)\n",
        "\n",
        "    # Treinar modelo final com os melhores hiperparâmetros\n",
        "    best_learning_rate = study.best_trial.params[\"learning_rate\"]\n",
        "    best_num_epochs = study.best_trial.params[\"num_train_epochs\"]\n",
        "\n",
        "    model = model_init()\n",
        "    model.resize_token_embeddings(len(tokenizer))\n",
        "\n",
        "    training_args = TrainingArguments(\n",
        "        output_dir=f\"./results_original_fold_{fold}_final\",\n",
        "        learning_rate=best_learning_rate,\n",
        "        per_device_train_batch_size=8,\n",
        "        per_device_eval_batch_size=8,\n",
        "        num_train_epochs=best_num_epochs,\n",
        "        weight_decay=0.01,\n",
        "        eval_strategy=\"epoch\",\n",
        "        save_strategy=\"epoch\",\n",
        "        logging_strategy=\"steps\",\n",
        "        logging_steps=50,\n",
        "        load_best_model_at_end=True,\n",
        "        metric_for_best_model=\"eval_loss\",\n",
        "        greater_is_better=False\n",
        "    )\n",
        "\n",
        "    early_stopping_callback = EarlyStoppingCallback(early_stopping_patience=4, early_stopping_threshold=0.001)\n",
        "\n",
        "    trainer = Trainer(\n",
        "        model=model,\n",
        "        args=training_args,\n",
        "        train_dataset=train_split_encoded,\n",
        "        eval_dataset=eval_split_encoded,\n",
        "        compute_metrics=compute_auc_roc,\n",
        "        callbacks=[early_stopping_callback]\n",
        "    )\n",
        "\n",
        "    trainer.train()\n",
        "    metrics = trainer.evaluate()\n",
        "\n",
        "    print(f\"AUC-ROC do fold {fold+1} com melhores HPs: {metrics['eval_auc_roc']:.4f}\")\n",
        "    results.append(metrics[\"eval_auc_roc\"])\n",
        "\n",
        "    # Previsões para a matriz de confusão\n",
        "    predictions = trainer.predict(eval_split_encoded)\n",
        "    y_pred_fold = np.argmax(predictions.predictions, axis=1)\n",
        "    y_true_fold = predictions.label_ids\n",
        "\n",
        "    all_y_true.extend(y_true_fold)\n",
        "    all_y_pred.extend(y_pred_fold)\n",
        "\n",
        "    # Matriz de confusão por fold\n",
        "    cm_fold = confusion_matrix(y_true_fold, y_pred_fold)\n",
        "    plt.figure(figsize=(6, 6))\n",
        "    sns.heatmap(cm_fold, annot=True, fmt='d', cmap='Blues', cbar=False)\n",
        "    plt.xlabel('Predicted Label')\n",
        "    plt.ylabel('True Label')\n",
        "    plt.title(f'Confusion Matrix - Fold {fold+1} (Vocab Original)')\n",
        "    plt.show()\n",
        "\n",
        "    # Limpar diretório de resultados final do fold\n",
        "    fold_output_dir = f\"./results_original_fold_{fold}_final\"\n",
        "    if os.path.exists(fold_output_dir):\n",
        "        shutil.rmtree(fold_output_dir)\n",
        "\n",
        "# Resetar verbosidade do Optuna\n",
        "if \"OPTUNA_LOGGING_VERBOSITY\" in os.environ:\n",
        "    del os.environ[\"OPTUNA_LOGGING_VERBOSITY\"]\n",
        "\n",
        "# =======================================================\n",
        "# 6. Resultados finais\n",
        "# =======================================================\n",
        "print(\"\\n======= RESULTADOS FINAIS (VOCAB ORIGINAL) ======\")\n",
        "print(\"AUC-ROC por fold:\", results)\n",
        "print(\"Média:\", np.mean(results))\n",
        "print(\"Desvio padrão:\", np.std(results))\n",
        "\n",
        "# Mostrar matriz de confusão agregada\n",
        "print(\"\\n======= MATRIZ DE CONFUSÃO AGREGADA ======\")\n",
        "aggregate_cm = confusion_matrix(all_y_true, all_y_pred)\n",
        "\n",
        "plt.figure(figsize=(8, 8))\n",
        "sns.heatmap(aggregate_cm, annot=True, fmt='d', cmap='Blues', cbar=False,\n",
        "            xticklabels=['Predicted 0', 'Predicted 1'],\n",
        "            yticklabels=['True 0', 'True 1'])\n",
        "plt.xlabel('Predicted Label')\n",
        "plt.ylabel('True Label')\n",
        "plt.title('Aggregate Confusion Matrix Across All Folds (Vocab Original)')\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "1f8NEgmjtETW"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ec0f05c4"
      },
      "source": [
        "### Visualizing AUC-ROC Progression Across Dataset and Vocabulary Sizes\n",
        "\n",
        "To effectively visualize the AUC-ROC progression with different dataset sizes (5000, 2500, 1000) and two vocabulary types (custom and original `distilroberta`), consider the following graph styles:\n",
        "\n",
        "1.  **Grouped Bar Chart**: Ideal for comparing the average AUC-ROC score across all combinations of dataset size and vocabulary type. You can have dataset size on the x-axis, with bars grouped by vocabulary type (or vice-versa). This clearly shows which configurations perform best on average.\n",
        "\n",
        "2.  **Box Plot / Violin Plot**: These are excellent for showing the distribution of AUC-ROC scores across the five folds for each combination. A box plot will display the median, quartiles, and potential outliers, giving you a sense of the stability and spread of the results for each configuration. A violin plot offers a richer view of the distribution shape.\n",
        "\n",
        "3.  **Line Plot (with error bars)**: If you want to show the AUC-ROC for each fold, a line plot could track the score across folds for each configuration. However, with only 5 folds, box plots are generally more informative for showing variability. If you average the folds, error bars (e.g., standard deviation) can be added to a bar chart to show variability around the mean.\n",
        "\n",
        "Let's generate some example code to create these visualizations with dummy data that simulates your experiment results."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "106ab46e",
        "outputId": "20802753-2e90-401e-9674-13b68059f0a3"
      },
      "source": [
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "import numpy as np\n",
        "\n",
        "# --- Create Dummy Data to Simulate Results ---\n",
        "# Replace this with your actual results data structure\n",
        "data_points = []\n",
        "dataset_sizes = [5000, 2500, 1000]\n",
        "vocabulary_types = ['Custom', 'DistilRoBERTa','GPT']\n",
        "num_folds = 5\n",
        "\n",
        "auc_roc_original = [(0.9260, 0.9310, 0.9263, 0.9332, 0.9412),\n",
        "                    (0.9062, 0.9250, 0.9357, 0.9423, 0.9543),\n",
        "                    (0.8840, 0.9430, 0.9524, 0.9445, 0.9440)]\n",
        "\n",
        "auc_roc_custom = [(0.8946, 0.8953, 0.8834, 0.8964, 0.8932),\n",
        "                  (0.8693, 0.8455, 0.8303, 0.8803, 0.6200),\n",
        "                  (0.7111, 0.8896, 0.6916, 0.7833, 0.7086)]\n",
        "\n",
        "auc_roc_gpt = [(0.7896, 0.7847, 0.7892, 0.8053, 0.7758),\n",
        "               (0.7880, 0.8103, 0.8099, 0.7794, 0.7483),\n",
        "               (0.7347, 0.8100, 0.7632, 0.8275, 0.8068)]\n",
        "\n",
        "# Simulate AUC-ROC scores for each combination and fold\n",
        "for ds_size in dataset_sizes:\n",
        "    for vocab_type in vocabulary_types:\n",
        "        for fold in range(1, num_folds + 1):\n",
        "            # Simulate AUC-ROC scores (adjust these ranges for realistic values)\n",
        "            if ds_size == 5000 and vocab_type == 'Custom':\n",
        "                auc = auc_roc_custom[0][fold-1]\n",
        "            elif ds_size == 5000 and vocab_type == 'DistilRoBERTa':\n",
        "                auc = auc_roc_original[0][fold-1]\n",
        "            elif ds_size == 5000 and vocab_type == 'GPT':\n",
        "                auc = auc_roc_gpt[0][fold-1]\n",
        "            elif ds_size == 2500 and vocab_type == 'Custom':\n",
        "                auc = auc_roc_custom[1][fold-1]\n",
        "            elif ds_size == 2500 and vocab_type == 'DistilRoBERTa':\n",
        "                auc = auc_roc_original[1][fold-1]\n",
        "            elif ds_size == 2500 and vocab_type == 'GPT':\n",
        "                auc = auc_roc_gpt[1][fold-1]\n",
        "            elif ds_size == 1000 and vocab_type == 'Custom':\n",
        "                auc = auc_roc_custom[2][fold-1]\n",
        "            elif ds_size == 1000 and vocab_type == 'DistilRoBERTa':\n",
        "                auc = auc_roc_original[2][fold-1]\n",
        "            else: #ds_size == 1000 and vocab_type == 'GPT'\n",
        "                auc = auc_roc_gpt[2][fold-1]\n",
        "\n",
        "            data_points.append({\n",
        "                'Dataset Size': ds_size,\n",
        "                'Vocabulary Type': vocab_type,\n",
        "                'Fold': fold,\n",
        "                'AUC-ROC': auc\n",
        "            })\n",
        "\n",
        "results_df = pd.DataFrame(data_points)\n",
        "display(results_df.head())\n",
        "\n",
        "# --- Plot 1: Grouped Bar Chart for Average AUC-ROC ---\n",
        "plt.figure(figsize=(6, 3))\n",
        "sns.barplot(data=results_df, x='Dataset Size', y='AUC-ROC', hue='Vocabulary Type', palette='viridis', errorbar='sd')\n",
        "#plt.title('Average AUC-ROC by Dataset Size and Vocabulary Type (with Standard Deviation)')\n",
        "plt.xlabel('Dataset Size')\n",
        "plt.ylabel('Average AUC-ROC Score')\n",
        "plt.ylim(0.5, 1.0) # Assuming AUC-ROC values are between 0 and 1\n",
        "plt.legend(title='Vocabulary Type', bbox_to_anchor=(1.05, 1), loc='upper left')\n",
        "plt.grid(axis='y', linestyle='--', alpha=0.7)\n",
        "plt.tight_layout()\n",
        "plt.show()\n",
        "\n",
        "# --- Plot 2: Box Plot for AUC-ROC Distribution Across Folds ---\n",
        "plt.figure(figsize=(5, 3))\n",
        "sns.boxplot(data=results_df, x='Dataset Size', y='AUC-ROC', hue='Vocabulary Type', palette='plasma')\n",
        "plt.title('AUC-ROC Distribution Across Folds by Dataset Size and Vocabulary Type')\n",
        "plt.xlabel('Dataset Size')\n",
        "plt.ylabel('AUC-ROC Score')\n",
        "plt.ylim(0.5, 1.0) # Assuming AUC-ROC values are between 0 and 1\n",
        "plt.legend(title='Vocabulary Type', bbox_to_anchor=(1.05, 1), loc='upper left')\n",
        "plt.grid(axis='y', linestyle='--', alpha=0.7)\n",
        "plt.tight_layout()\n",
        "plt.show()\n",
        "\n",
        "\n",
        "\n",
        "# --- Dispersion Graphs for each Dataset Size ---\n",
        "for current_ds_size in sorted(results_df['Dataset Size'].unique()):\n",
        "    plt.figure(figsize=(6, 3))\n",
        "    sns.scatterplot(\n",
        "        data=results_df[results_df['Dataset Size'] == current_ds_size],\n",
        "        x='Fold',\n",
        "        y='AUC-ROC',\n",
        "        hue='Vocabulary Type',\n",
        "        style='Vocabulary Type',\n",
        "        s=100,\n",
        "        palette='deep'\n",
        "    )\n",
        "    #plt.title(f'Individual AUC-ROC Scores per Fold (Dataset Size: {current_ds_size})')\n",
        "    plt.xlabel('Fold Number')\n",
        "    plt.ylabel('AUC-ROC Score')\n",
        "    plt.ylim(0.5, 1.0)\n",
        "    plt.xticks(range(1, num_folds + 1))\n",
        "    plt.legend(title='Vocabulary Type', bbox_to_anchor=(1.05, 1), loc='upper left')\n",
        "    plt.grid(axis='y', linestyle='--', alpha=0.7)\n",
        "    plt.tight_layout()\n",
        "    plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "   Dataset Size Vocabulary Type  Fold  AUC-ROC\n",
              "0          5000          Custom     1   0.8946\n",
              "1          5000          Custom     2   0.8953\n",
              "2          5000          Custom     3   0.8834\n",
              "3          5000          Custom     4   0.8964\n",
              "4          5000          Custom     5   0.8932"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-7bc34540-f32d-4b20-b6be-c49ef9347773\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Dataset Size</th>\n",
              "      <th>Vocabulary Type</th>\n",
              "      <th>Fold</th>\n",
              "      <th>AUC-ROC</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>5000</td>\n",
              "      <td>Custom</td>\n",
              "      <td>1</td>\n",
              "      <td>0.8946</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>5000</td>\n",
              "      <td>Custom</td>\n",
              "      <td>2</td>\n",
              "      <td>0.8953</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>5000</td>\n",
              "      <td>Custom</td>\n",
              "      <td>3</td>\n",
              "      <td>0.8834</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>5000</td>\n",
              "      <td>Custom</td>\n",
              "      <td>4</td>\n",
              "      <td>0.8964</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>5000</td>\n",
              "      <td>Custom</td>\n",
              "      <td>5</td>\n",
              "      <td>0.8932</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-7bc34540-f32d-4b20-b6be-c49ef9347773')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-7bc34540-f32d-4b20-b6be-c49ef9347773 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-7bc34540-f32d-4b20-b6be-c49ef9347773');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"    plt\",\n  \"rows\": 5,\n  \"fields\": [\n    {\n      \"column\": \"Dataset Size\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0,\n        \"min\": 5000,\n        \"max\": 5000,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          5000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Vocabulary Type\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 1,\n        \"samples\": [\n          \"Custom\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Fold\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 1,\n        \"max\": 5,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          2\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"AUC-ROC\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.005261368643233437,\n        \"min\": 0.8834,\n        \"max\": 0.8964,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          0.8953\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x300 with 1 Axes>"
            ],
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkcAAAEiCAYAAADzknaDAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAWedJREFUeJzt3Xl4TGf7B/DvmZmsskkkEkkIorEmdiJKEWKn9aJohWq0lp+tlnpr16K2V7VKq7a21FKK2iP2pfYlFBFCisQSWWRPZp7fH2mOmSzMxGTj+7muuS5zn+0+55kZd55zznMkIYQAEREREQEAFMWdABEREVFJwuKIiIiISAuLIyIiIiItLI6IiIiItLA4IiIiItLC4oiIiIhIC4sjIiIiIi0sjoiIiIi0sDgiIiIi0sLiiIiIiEhLsRZHR44cQZcuXVChQgVIkoStW7e+dJlDhw6hfv36MDMzg6enJ1avXl3oeRIREdGbo1iLo6SkJPj4+GDJkiV6zR8REYFOnTqhVatWuHjxIkaNGoWPP/4Ye/fuLeRMiYiI6E0hlZQHz0qShD/++APdu3fPd54JEyZg586duHLlihx7//33ERcXhz179hRBlkRERPS6K1XXHJ08eRL+/v46sYCAAJw8ebKYMiIiIqLXjaq4EzBEdHQ0ypcvrxMrX748EhISkJKSAgsLi1zLpKWlIS0tTX6v0Wjw9OlTODg4QJKkQs+ZiOhNIYTAs2fPUKFCBSgUpepvbyIdpao4KojZs2dj+vTpxZ0GEdEb459//oGbm1txp0FUYKWqOHJ2dsbDhw91Yg8fPoSNjU2evUYAMHHiRIwZM0Z+Hx8fj4oVKyIiIgI2NjYAAIVCAYVCAY1GA41GI8+bHVer1dC+NCu/uFKphCRJyMzM1MlBqVQCANRqtV5xlUoFIYROXJIkKJXKXDnmF+c+cZ+4T9ynot6nhIQEVK5cGdbW1iAqzUpVceTr64tdu3bpxIKDg+Hr65vvMmZmZjAzM8sVt7e3l4sjIiJ6dSpV1n8pvGSBSrtiPSmcmJiIixcv4uLFiwCybtW/ePEiIiMjAWT1+vTv31+e/9NPP8Xt27cxfvx4XL9+Hd9//z02btyI0aNHF0f6RERE9Boq1uLo7NmzqFevHurVqwcAGDNmDOrVq4cpU6YAAKKiouRCCQAqV66MnTt3Ijg4GD4+PliwYAF++uknBAQEFEv+RERE9PopMeMcFZWEhATY2toiPj6ep9WIiIyoKH9fNRoN0tPTC3Ub9HoxMTGRr+N7mVJ1zREREVF6ejoiIiJ0LiQn0oednR2cnZ1fel0ciyMiIio1hBCIioqCUqmEu7s7x1MivQghkJycjEePHgEAXFxcXjg/iyMiIio1MjMzkZycjAoVKsDS0rK406FSJHvIn0ePHsHJyemFp9hYchMRUamRPbaTqalpMWdCpVF2QZ2RkfHC+VgcERFRqcOxlKgg9P3csDgiIiIi0sLiiIiIqIgNGDAA3bt3f+X1SJKErVu3vvJ6SBeLIyIiemN06dIF7du3z3Pa0aNHIUkSLl++XMRZlS6rV6+GJEkvfN25c6e403wlLI6IiOiNMWjQIAQHB+PevXu5pq1atQoNGzaEt7d3MWRWPAoykGbv3r0RFRUlv3x9fREUFKQTc3d3L4Rsiw6Lo9eQEAKJiYny6w0bBJ2IKF+dO3eGo6MjVq9erRNPTEzEpk2bMGjQIADA5s2bUatWLZiZmcHDwwMLFizQmT8tLQ0TJkyAu7s7zMzM4OnpiRUrVgDIuqNu0KBBqFy5MiwsLODl5YVvvvkmz3ymT58OR0dH2NjY4NNPP9UpVjw8PLBo0SKd+evWrYtp06blu38TJkzAW2+9BUtLS1SpUgWTJ0/WuTNr2rRpqFu3Ln766SdUrlwZ5ubm+Pnnn+Hg4IC0tDSddXXv3h0ffvhhrm1YWFjA2dlZfpmamsLS0hLOzs7Yt28fatWqhczMzHzXlZ3DDz/8AHd3d1haWqJXr16Ij4/XWeann35CjRo1YG5ujurVq+P777/Pd7+NjeMcvYaSkpLQrVs3+f22bdtgZWVVjBkREZUMKpUK/fv3x+rVq/HFF1/Idy9t2rQJarUaffr0wblz59CrVy9MmzYNvXv3xokTJzB06FA4ODhgwIABAID+/fvj5MmTWLx4MXx8fBAREYEnT54AyHq0iZubGzZt2gQHBwecOHECgwcPhouLC3r16iXnEhISAnNzcxw6dAh37tzBwIED4eDggK+++qrA+2dtbY3Vq1ejQoUKCA0NRVBQEKytrTF+/Hh5nvDwcGzevBlbtmyBUqlEtWrVMGLECGzfvh09e/YEkDUW0M6dO7Fv3z6Dtt+zZ0+91hUeHo6NGzfizz//REJCAgYNGoShQ4di7dq1AIC1a9diypQp+O6771CvXj1cuHABQUFBKFOmDAIDAwt8fPQm3jDx8fECgIiPjy/uVArNs2fPROvWreXXs2fPijslInoDFMXva0pKivj7779FSkpKgddx7do1AUAcPHhQjr399tvigw8+EEII0bdvX9G2bVudZcaNGydq1qwphBDixo0bAoAIDg7We5vDhg0TPXr0kN8HBgYKe3t7kZSUJMeWLl0qrKyshFqtFkIIUalSJfG///1PZz0+Pj5i6tSp8nsA4o8//sh3u/PmzRMNGjSQ30+dOlWYmJiIR48e6cw3ZMgQ0aFDB/n9ggULRJUqVYRGo3npvrVs2VKMHDlS73VNnTpVKJVKce/ePXme3bt3C4VCIaKiooQQQlStWlWsW7dOZzszZ84Uvr6+L83nRfT9/PC0GhERvVGqV6+OZs2aYeXKlQCyejGOHj0qn1K7du0a/Pz8dJbx8/PDzZs3oVarcfHiRSiVSrRs2TLfbSxZsgQNGjSAo6MjrKys8OOPPyIyMlJnHh8fH51Rvn19fZGYmIh//vmnwPu2YcMG+Pn5wdnZGVZWVpg0aVKu7VaqVAmOjo46saCgIOzbtw/3798HkHXR9YABAwo0npQ+66pYsSJcXV3l976+vtBoNLhx4waSkpJw69YtDBo0CFZWVvLryy+/xK1btwzOpyBYHBGVUILXjhEVmkGDBmHz5s149uwZVq1ahapVq76w2NGW/RiK/Kxfvx5jx47FoEGDsG/fPly8eBEDBw40+OJnhUKR63v/opGdT548iX79+qFjx47YsWMHLly4gC+++CLXdsuUKZNr2Xr16sHHxwc///wzzp07h6tXr8qnEA31qutKTEwEACxfvhwXL16UX1euXMFff/1VoJwMxWuOiEooXjtGVHh69eqFkSNHYt26dfj5558xZMgQuWejRo0aOH78uM78x48fx1tvvQWlUok6depAo9Hg8OHD8Pf3z7Xu48ePo1mzZhg6dKgcy6vH49KlS0hJSZGLrb/++gtWVlbynV6Ojo6IioqS509ISEBERES++3TixAlUqlQJX3zxhRy7e/euPocDAPDxxx9j0aJFuH//Pvz9/V/pjrOXrSsyMhIPHjxAhQoVAGTtu0KhgJeXF8qXL48KFSrg9u3b6NevX4FzeBXsOSIiojeOlZUVevfujYkTJyIqKkqnZ+Ozzz5DSEgIZs6cibCwMKxZswbfffcdxo4dCyDrLrLAwEB89NFH2Lp1KyIiInDo0CFs3LgRAFCtWjWcPXsWe/fuRVhYGCZPnowzZ87kyiE9PR2DBg3C33//jV27dmHq1KkYPnw4FIqs/5pbt26NX375BUePHkVoaCgCAwNf+LDUatWqITIyEuvXr8etW7ewePFi/PHHH3ofk759++LevXtYvnw5PvroI72XK8i6zM3NERgYiEuXLuHo0aMYMWIEevXqBWdnZwBZd/HNnj0bixcvRlhYGEJDQ7Fq1SosXLjwlfLSF4sjIiJ6Iw0aNAixsbEICAiQezAAoH79+ti4cSPWr1+P2rVrY8qUKZgxY4ZOAbV06VL85z//wdChQ1G9enUEBQUhKSkJAPDJJ5/gvffeQ+/evdGkSRPExMTo9CJla9OmDapVq4YWLVqgd+/e6Nq1q85t+hMnTkTLli3RuXNndOrUCd27d0fVqlXz3Z+uXbti9OjRGD58OOrWrYsTJ05g8uTJeh8PW1tb9OjRA1ZWVq88evfL1uXp6Yn33nsPHTt2RLt27eDt7a1zq/7HH3+Mn376CatWrUKdOnXQsmVLrF69GpUrV36lvPQliTfsQoaEhATY2toiPj4eNjY2xZ1OoUhMTOTpmNcA25FKm6L4fU1NTUVERIQ8Rg8ZV5s2bVCrVi0sXry40NY1bdo0bN26FRcvXnzlbRhK388PrzkiIiJ6w8XGxuLQoUM4dOjQKw+2aMx1FRcWR0REhUwIIZ9yAbLuFirILdJEhaVevXqIjY3F119/DS8vrxKzruLC4oiIqJDxzkMq6Yz5oNiXrWvatGkvfARKSVCgC7Jv3bqFSZMmoU+fPnj06BEAYPfu3bh69apRkyMiIiIqagYXR4cPH0adOnVw6tQpbNmyRR6s6dKlS5g6darREyQiIiIqSgafVvv888/x5ZdfYsyYMbC2tpbjrVu3xnfffWfU5N50db+cVqDlpIxM2Gu9f3veHAgTw5r64qSCbZvyVpC2NEY7AmxLIiJDGfxLGxoainXr1uWKOzk5yU8kJiJ6XRVXocsil6joGHxazc7OTmc482wXLlzQeYgcERERUWlkcHH0/vvvY8KECYiOjoYkSdBoNDh+/DjGjh2L/v37F0aOREREREXG4OJo1qxZqF69Otzd3ZGYmIiaNWuiRYsWaNasGSZNmlQYORIREREVGYNOegshEB0djcWLF2PKlCkIDQ1FYmIi6tWrh2rVqhVWjkTFigP4EZV87XrPKNLt7dswpUDLRUdH46uvvsLOnTtx//59ODk5oW7duhg1ahTatGnzSjnduXMHlStXxoULF1C3bt1XWtebzuDiyNPTE1evXkW1atXg7u5eWHkRlRgcwI9elVAp8bS5r857evPcuXMHfn5+sLOzw7x581CnTh1kZGRg7969GDZsGK5fv17cKdK/DDqtplAoUK1aNcTExBRWPkRErx9JgjBRyS+w5/GNNHToUEiShNOnT6NHjx546623UKtWLYwZMwZ//fUX7ty5A0mSdB7IGhcXB0mScOjQIQBZzy3r168fHB0dYWFhgWrVqmHVqlUAID+xvl69epAkCe+88w4AQKPRYMaMGXBzc4OZmRnq1q2LPXv2yNvI3u7GjRvx9ttvw8LCAo0aNUJYWBjOnDmDhg0bwsrKCh06dMDjx4+L5FgVN4OvOZozZw7GjRuHK1euFEY+REREr52nT59iz549GDZsGMqUKZNrup2dnV7rmTx5Mv7++2/s3r0b165dw9KlS1GuXDkAwOnTpwEA+/fvR1RUFLZs2QIA+Oabb7BgwQLMnz8fly9fRkBAALp27YqbN2/qrHvq1KmYNGkSzp8/D5VKhb59+2L8+PH45ptvcPToUYSHh2PKlIKdTixtDB7nqH///khOToaPjw9MTU1hYWGhM/3p06dGS46IiOh1EB4eDiEEqlev/krriYyMRL169dCwYUMAgIeHhzzN0dERAODg4ABnZ2c5Pn/+fEyYMAHvv/8+AODrr7/GwYMHsWjRIixZskSeb+zYsQgICAAAjBw5En369EFISAj8/PwAAIMGDcLq1atfKf/SwuDiaNGiRUZNYMmSJZg3bx6io6Ph4+ODb7/9Fo0bN85z3oyMDMyePRtr1qzB/fv34eXlha+//hrt27c3ak5EJQGvUyF6fQghjLKeIUOGoEePHjh//jzatWuH7t27o1mzZvnOn5CQgAcPHsgFTjY/Pz9cunRJJ+bt7S3/u3z58gCAOnXq6MSyn6f6ujO4OAoMDDTaxjds2IAxY8Zg2bJlaNKkCRYtWoSAgADcuHEDTk5OueafNGkSfv31VyxfvhzVq1fH3r178e677+LEiROoV6+e0fIiKhH+vU6FiEq/atWqQZKkF150rVBkXemiXUhlZGTozNOhQwfcvXsXu3btQnBwMNq0aYNhw4Zh/vz5r5yjiYmJ/O/sO3JzxjQazStvpzQw+JojAFCr1di8eTO+/PJLfPnll/jjjz+gVqsNXs/ChQsRFBSEgQMHombNmli2bBksLS2xcuXKPOf/5Zdf8N///hcdO3ZElSpVMGTIEHTs2BELFiwoyG4QEREVCXt7ewQEBGDJkiU6Q4Nki4uLk0+LaT+FQvvi7GyOjo4IDAzEr7/+ikWLFuHHH38EAJiamgKAzv/HNjY2qFChAo4fP66zjuPHj6NmzZqvvF+vK4P/LA0PD0fHjh3l01oAMHv2bLi7u2Pnzp2oWrWqXutJT0/HuXPnMHHiRDmmUCjg7++PkydP5rlMWloazM3NdWIWFhY4duyYobtBRERUpJYsWQI/Pz80btwYM2bMgLe3NzIzMxEcHIylS5fi2rVraNq0KebMmYPKlSvj0aNHuQZXnjJlCho0aIBatWohLS0NO3bsQI0aNQBkPePUwsICe/bsgZubG8zNzWFra4tx48Zh6tSpqFq1KurWrYtVq1bh4sWLWLt2bXEchlLB4OJoxIgRqFq1Kv766y/Y22c9SjEmJgYffPABRowYgZ07d+q1nidPnkCtVsvnNbOVL18+327HgIAALFy4EC1atEDVqlUREhKCLVu2vLDXKi0tDWlpafL7hIQEAEBmZiYyMzMBZBVlCoUCGo1Gp8swO65Wq3W6OfOLK5VKSJIkr1c7DiBXnvnFVSoVhBAw0brdVwDIFAIKAMqXxU1UiH+7GdRCQClJUKmU8q3DaiGgAaCSJGjfTJwznr0Pxt4n7bgkSVAqlbmOe37x4mqnnNcKZH92DNknlSTl2X4aQG4n7W5cfdtJzkkICEDnMyPHc+T4on0tze30sn3KzMyU/2KXJAk2NjYQQhi8T9rH2KjtlEc8QwhI/65H+ziU1HbK2Vakq0qVKjh//jy++uorfPbZZ4iKioKjoyMaNGiApUuXAgBWrlyJQYMGoUGDBvDy8sLcuXPRrl07eR2mpqaYOHEi7ty5AwsLC7z99ttYv349gKzPxeLFizFjxgxMmTIFb7/9Ng4dOoQRI0YgPj4en332GR49eoSaNWti+/btHLz5BSRh4FViZcqUwV9//aVzkRYAXLp0CX5+fkhMTNRrPQ8ePICrqytOnDgBX9/nF52OHz8ehw8fxqlTp3It8/jxYwQFBeHPP/+EJEmoWrUq/P39sXLlSqSkpOS5nWnTpmH69Om54vv375dvp3R0dETVqlVx69YtnTEc3Nzc4ObmhmvXriE+Pl6OV6lSBU5OTrh06ZLOdqtXrw47OzucOXNG50fL29sbpqamOHv2rE4ODRs2RHp6Oi5fvizHlEolGjVqhLi4OPz453Y5Hp+Rjp0P7qGqlTWaODjK8aiUZBx8FI06tmVRx66sHL+V+AynYh6jiYMjqlpZy/HQuFiExseilZMzXCws5fipmMe4lfgMnSq4wdbEFC2qvVUo+6Rd+FpYWMDHxwePHj3C7du35bitrS1q1KiBe/fu4d69e3K8uNqpevXq6NGjh/x+0qRJsLKyMmifNly+WCjtlO3gwyhEpaagp7sHTBTPy6ydD/5ByGcT3oh2etk+XbhwAV9++aU8bdu2bUhOTjZ4nzafeH56wpjtlJyZiZ4VK+vs06bICFiqVOhUwV3+TpbkdkpISIC/vz/i4+NhY2ODwpCamoqIiAhUrlw515kEopfR9/NjcHFkb2+PHTt25Lo6/vjx4+jSpYvet/Knp6fD0tISv//+O7p37y7HAwMDERcXh23btuW7bGpqKmJiYlChQgV8/vnn2LFjB65evZrnvHn1HLm7uyMmJkb+8pbUv3Qbz3o+HL5BPUd49R6JkxO+KJR9Kml/6eqTe0pKis5ndPPmzbCysjJon5p+/VWx9Ryd/2LqG9FOL9un+Ph4nSJ327ZtsLS0NHifmsyeKceLsuco+zupvU8lrZ0SEhLg4ODA4ohKLH0/PwafVuvcuTMGDx6MFStWyLfcnzp1Cp9++im6du2q93pMTU3RoEEDhISEyP/xaDQahISEYPjw4S9c1tzcHK6ursjIyMDmzZvRq1evfOc1MzODmZlZrrhKpYJKpbv72V/+nLJ/dPWN51xvQeKSJCEjj7pVA0BjQFwtBPI66ZiZT02cHc+Zk7H2Ka94fsfd0HhhtVPO56hpf3b03afs42rsdsopr89MfjkCr1c7vShuzH3K6xgbo53yi4t/43l9LktaO+XXJkSljcGf5MWLFyMwMBC+vr7yLX6ZmZno2rUrvvnmG4PWNWbMGAQGBqJhw4Zo3LgxFi1ahKSkJAwcOBBA1oCTrq6umD17NoCsIuz+/fuoW7cu7t+/j2nTpkGj0WD8+PGG7gYRlWIFecio0Oj2QL07cC4kRQH+M6/z8lmIqHQz+JfBzs4O27ZtQ3h4OK5duwYAqFGjBjw9PQ3eeO/evfH48WNMmTIF0dHR8vNesi/SjoyM1PmLJjU1FZMmTcLt27dhZWWFjh074pdfftF72HUiIiKilylwH6inp2eBCqKchg8fnu9ptOwH7WVr2bIl/v7771feJhEREVF+DB4EskePHvj6669zxefOnYuePXsaJSkiIiKi4mJwcXTkyBF07NgxV7xDhw44cuSIUZIiIjI6SQmFvZ/8gsRn1RFR3gw+rZaYmCgPUa7NxMREHmCRiKikkSQJkHg3FRG9nME9R3Xq1MGGDRtyxdevX8/ntBAREVGpZ/CfUZMnT8Z7772HW7duoXXr1gCAkJAQ/Pbbb9i0aZPREyQiInpTSJKEP/74Q2fgWUNMmzYNW7dulR9YO2DAAMTFxWHr1q1Gy/FNYHBx1KVLF2zduhWzZs3C77//DgsLC3h7e2P//v1o2bJlYeRIRET0QnW/nFak27s4ybDtDRgwAGvWrAGQNWCmvb09vL290adPHwwYMEAetiYqKgply5Z90apkeRVSY8eOxf/93//pnYebmxt69uyJGTNm6D3i+J07d1C58vNH3ZiYmKBixYoYMGAAvvjiC3ng3Pwe3+Xl5SU/+uadd97B4cOHAWQN2lyxYkUMHDgQn3/+OaZPn57n8toMfMiH3gp0Ar5Tp07o1KmTsXMhIiJ6bbVv3x6rVq2CWq3Gw4cPsWfPHowcORK///47tm/fDpVKBWdn51fahpWVFaysrPTKIyMjA+fOnUNgYCAkScrzTvQX2b9/P2rVqoW0tDQcO3YMH3/8MVxcXDBo0CB5nlq1amH//v06y+UcST0oKAgzZsxAWloaDhw4gMGDB8POzg5jx47Fp59+Ks/XqFEjDB48GEFBQQblWRAGX3OkLTU1FWvWrMH333+PmzdvGisnIiKi146ZmRmcnZ3h6uqK+vXr47///S+2bduG3bt3Y/Xq1QCyeoOyT4Glp6dj+PDhcHFxgbm5OSpVqiQ/McLDwwMA8O6770KSJPn9tGnTULduXb3ycHd3R/fu3eHv74/g4GB5elpaGkaMGAEnJyeYm5ujefPmOHPmTK71ODg4wNnZGZUqVUK/fv3g5+eH8+fP68yTXfBpv8qVK6czj6WlpbyegQMHwtvbG8HBwbCystJZTqlUwtraWn6/bt061KlTB2XKlIG7uzuGDh2KxMREPVvjxfQujsaMGaPTVZeeno6mTZsiKCgI//3vf1GvXj2cPHnSKEkRERG9CVq3bg0fHx9s2bIl17TFixdj+/bt2LhxI27cuIG1a9fKRVB2sbJq1SpERUXlWbzo48qVKzhx4oTOXejjx4/H5s2bsWbNGpw/fx6enp4ICAh44YPlz549i3PnzqFJkyYFygPIOkV29OhRXL9+Pc+74nNSKBRYvHgxrl69ijVr1uDAgQNGe5yY3sXRvn370LZtW/n92rVrERkZiZs3byI2NhY9e/bEl19+aZSkiIiI3hTVq1fHnTt3csUjIyNRrVo1NG/eHJUqVULz5s3Rp08fAICjoyOArEd6OTs7y+/1sWPHDlhZWcHc3Bx16tTBo0ePMG7cOABAUlISli5dinnz5qFDhw6oWbMmli9fDgsLC6xYsUJnPc2aNYOVlRVMTU3RqFEj9OrVC/3799eZJzQ0VD7Vl/3SPlUGAN9//z2srKxgZmaGFi1aQKPRYMSIES/dj1GjRqFVq1bw8PBA69at8eWXX2Ljxo16H4cX0fuao8jISJ1b9fft24f//Oc/qFSpEgBg5MiReQ4OSURERPkTQsgXMWsbMGAA2rZtCy8vL7Rv3x6dO3dGu3btXnl7rVq1wtKlS5GUlIT//e9/UKlU6NGjBwDg1q1byMjIgJ+fnzy/iYkJGjduLD9PNduGDRtQo0YNZGRk4MqVK/i///s/lC1bFnPmzJHn8fLywvbt23WWs7Gx0Xnfr18/fPHFF4iNjcXUqVPRrFkzNGvW7KX7sX//fsyePRvXr19HQkICMjMzkZqaiuTkZFhaWhp8XLTp3XOkUCh0rgr/66+/0LRpU/m9nZ0dYmNjXykZIiKiN821a9d07v7KVr9+fURERGDmzJlISUlBr1698J///OeVt1emTBl4enrCx8cHK1euxKlTp3L1CunD3d0dnp6eqFGjBnr27IlRo0ZhwYIFSE1NlecxNTWVn8Wa/XJyctJZj62tLTw9PdGoUSNs3LgR3333Xa6LuHO6c+cOOnfuDG9vb2zevBnnzp3DkiVLAGRd9vOq9C6OatSogT///BMAcPXqVURGRqJVq1by9Lt376J8+fKvnBAREdGb4sCBAwgNDZV7bnKysbFB7969sXz5cmzYsAGbN2+Wr/0xMTGBWq1+pe0rFAr897//xaRJk5CSkoKqVavC1NQUx48fl+fJyMjAmTNnXjrQs1KpRGZm5isVJ1ZWVhg5ciTGjh37wtv0z507B41GgwULFqBp06Z466238ODBgwJvNye9i6Px48dj4sSJaNOmDdq0aYOOHTvqVLq7du1C48aNjZYYERHR6yQtLQ3R0dG4f/8+zp8/j1mzZqFbt27o3Llzrmt1AGDhwoX47bffcP36dYSFhWHTpk1wdnaGnZ0dgKw71kJCQhAdHf1KZ2569uwJpVKJJUuWoEyZMhgyZAjGjRuHPXv24O+//0ZQUBCSk5N1btEHgJiYGERHR+PevXvYvXs3vvnmG7Rq1UrntFlmZiaio6N1Xg8fPnxhPp988gnCwsKwefPmfOfx9PRERkYGvv32W9y+fRu//PILli1bVuBjkJPexdG7776LXbt2wdvbG6NHj871CBFLS0sMHTrUaIkRERG9Tvbs2QMXFxd4eHigffv2OHjwIBYvXoxt27ZBqcz9IGRra2vMnTsXDRs2RKNGjXDnzh3s2rVLHjBywYIFCA4Ohru7O+rVq1fgvFQqFYYPH465c+ciKSkJc+bMQY8ePfDhhx+ifv36CA8Px969e3MNTunv7y/vz+DBg9GxY8dctcHVq1fh4uKi88q+Vjk/9vb26N+/P6ZNmwaNRpPnPD4+Pli4cCG+/vpr1K5dG2vXrpWHOTAGSRTW8JIlVEJCAmxtbREfH5/rorCSpqhHfNVm6Oivr7PExER069ZNfr9t27aXDrKWE9vSuNr1nlFs235UJ+8f68JWGtqxKH5fU1NTERERgcqVK+s9ojNRNn0/P680CCQRERHR64bFEREREZEWFkdEREREWgr04Fl6OSEEkpKS5PdlypTJc5AvIiIiKln07jlKSUnB9u3b8ezZs1zTEhISsH37dqSlpRk1udIsKSkJ3bp1k1/ahRIRERGVXHoXRz/++CO++eYbWFtb55pmY2ODxYsX46effjJqckRERERFTe/iaO3atRg1alS+00eNGoU1a9YYIyciIiKiYqN3cXTz5k34+PjkO93b2xs3b940SlJERERExUXv4igzMxOPHz/Od/rjx4+RmZlplKSodBJCIDExUX69YeOLEhHRa0Lvu9Vq1aqF/fv3o0GDBnlO37dvH2rVqmW0xKj0yb4IPVtBRpImIiIqbnoXRx999BHGjBmDWrVqoXPnzjrT/vzzT3z11VdYuHCh0RMkIiJ6mf8LGVmk2/u2zTcFWi46OhqzZ8/Gzp07ce/ePdja2sLT0xMffPABAgMDYWlpCQ8PD9y9exdA1nNLvby8MHHiRPTs2VNnWl4CAwOxevXqAuVGz+ldHA0ePBhHjhxB165dUb16dXh5eQGA/LTgXr16YfDgwYWWKBERUWl2+/Zt+Pn5wc7ODrNmzUKdOnVgZmaG0NBQ/Pjjj3B1dUXXrl0BADNmzEBQUBASEhKwYMEC9O7dG66urjhz5gzUajUA4MSJE+jRowdu3LghP8vOwsKi2PbvdWLQIJC//vorunbtinXr1iEsLAxCCHh5eWH69Ono1atXYeVIRERU6g0dOhQqlQpnz55FmTJl5HiVKlXQrVs3nes0ra2t4ezsDGdnZyxZsgS//vor/vzzT50nz9vb2wMAnJycYGdnV2T78SYweITsXr16sRAiIiIyQExMDPbt24dZs2bpFEba8nuKgkqlgomJCdLT0wszRdJicHF0//59bN68GWFhYQAALy8vvPfee3B1dTV6ckRUPPj4GyLjCg8Pl8+2aCtXrhxSU1MBAMOGDcPXX3+tMz09PR0LFixAfHw8WrduXWT5vukMKo6+//57jBkzBunp6fL5zYSEBIwbNw4LFy7E0KFDCyVJIipavPOQqGicPn0aGo0G/fr103kE14QJEzBp0iSkpqbCysoKc+bMQadOnYox0zeL3uMc7dy5EyNGjMDw4cNx//59xMXFIS4uDvfv38fQoUMxcuRI7Nq1qzBzJSIiKpU8PT0hSRJu3LihE69SpQo8PT1zXUg9btw4XLx4Effu3UNsbCwmTJhQlOm+8fQujubNm4fPP/8c8+fPh4uLixx3cXHBwoULMWHCBMydO9fgBJYsWQIPDw+Ym5ujSZMmOH369AvnX7RoEby8vGBhYQF3d3eMHj1a7pIkIiIqiRwcHNC2bVt89913ej2IvFy5cvD09ISzszNPaRcDvU+rnT9/Hj/88EO+0z/88EMsXrzYoI1v2LABY8aMwbJly9CkSRMsWrQIAQEBuHHjBpycnHLNv27dOnz++edYuXIlmjVrhrCwMAwYMACSJHGMJXqpdr1nFGg5odEd+f3dgXMhKQy8XK9OgTZNRK+R77//Hn5+fmjYsCGmTZsGb29vKBQKnDlzBtevX893kGUqenr/wqvVapiYmOQ73cTERB57QV8LFy5EUFAQBg4cCABYtmwZdu7ciZUrV+Lzzz/PNf+JEyfg5+eHvn37AgA8PDzQp08fnDp1yqDtEhERFbWqVaviwoULmDVrFiZOnIh79+7BzMwMNWvWxNixY3ndbgli0ONDtm3bhtGjR+c5fevWrQY9PiQ9PR3nzp3DxIkT5ZhCoYC/vz9OnjyZ5zLNmjXDr7/+itOnT6Nx48a4ffs2du3ahQ8//FDv7RIRvUnelDsPCzpidVFzcXHBt99+i2+//Tbfee7cuaPXut555x0+w7KQ6F0cDRs2DEOGDIGZmRkGDx4MlSpr0czMTPzwww+YNGkSvv/+e703/OTJE6jVapQvX14nXr58eVy/fj3PZfr27YsnT56gefPmEEIgMzMTn376Kf773//mu520tDSdOwASEhLkvLMflKtQKKBQKKDRaKDRaOR5s+NqtVrnA5hfXKlUQpIknXVny85Xm1KpBIBcPW4qlQpCCJho/YAJAJlCQAFAqUdcA0AtBJSSpHNhmVoIaACoJAnSC+LZuWrv08tyzzmP9nHI3ift+SVJglKpzHXc84u/ajuplFl7rNYICAH5vZyvOmvZnPEMjc5bqJSApJCQqRaQJECp0GoPkbX+nHGVJBVKO8m5CwEB6Hxm5HiO4w68/LOX10Oki6qdtHN80WdP3/YzpJ2y4woJUGjFNQLQaAQUCknnGBu1nfKIZwgB6d/1aB8HQ75PSUlJeO+99+T3mzdvhpWVVZH87hGVVnoXR4GBgQgNDcXw4cMxceJEVK1aFUII3L59G4mJiRgxYgQGDBhQiKkChw4dwqxZs/D999+jSZMmCA8Px8iRIzFz5kxMnjw5z2Vmz56N6dOn54pfuHBBHojL0dERVatWRUREBB4/fizP4+bmBjc3N4SFhSE+Pl6OV6lSBU5OTrhy5QpSUlLkePXq1WFnZ4cLFy4gMTFRZ3tqtRpnz57ViTVs2BDp6em4fPmyHFMqlWjUqBHi4+PRs2JlOR6fkY6dD+6hspU1mjg4yvGolGQcfBSNWrZlUceurBy/lfgMp2Ieo6F9OVS1spbjoXGxCI2PxduO5eFiYSnHT8U8xq3EZwhwcYWtiamcq/Y+af8Qe3t7w9TUVGeftI9F9jG2sLDQ2SftwtfCwgI+Pj548uQJbt++LcdtbW1Ro0YNPHjwAPfu3ZPjr9pO7ZpXAgCcvvwQT2JT0KZpRShVz/8zOnLmPlLTMuX5su09Eg7toddaN60IhcIEe4/fhYOdBRp7Py/wE5MycOTsfbiVt0Idr3Jy/K6qcNop28GHUYhKTUF3t0owUTwvs3Y++KdAn70LFy4gp6Jqp2wv+uyplFKudtp37C7MzVRo0ej5mGvqTGFQOz15moLToQ9RtaIdqnnYyfF7UYm4HPYEtT0d4FTx+ZAGxmyn5MxMne88AGyKjIClSoVOFdzlNjT0+5Tzcojs72VhtFP2H59EpZ0kDOyT++uvv/Dbb7/h5s2bAIC33noL77//Ppo2bWrQhtPT02FpaYnff/8d3bt3l+OBgYGIi4vDtm3bci3z9ttvo2nTppg3b54c+/XXXzF48GAkJiZCoch9811ePUfu7u6IiYmRx2oqjL+gEhMT0aNHD3na1q1bc92q+bK/3hvPen4BcVH3HJ2c8EWufXpZ7jn3OfsvVO19Ks6eo679s4bdN7jnKCMDmqfH5femjn6QFCYG9Ug8qqUptp6j819MNbjnKD4+Xqctt23bBktLyxLTcxTw/sxi6zmKqf18n4qy5yj7OwmU3J6jhIQEODg4ID4+Xv59NbbU1FRERESgcuXKMDc3L5Rt0OtL38+PwSNkN23a1OBCKC+mpqZo0KABQkJC5OJIo9EgJCQEw4cPz3OZ5OTkXAVQ9o98fjWemZkZzMzMcsVVKpV8ajBb9pc/p+xt6BvPa92SJOWKac+fkyRJyMhjnzQANAbE1UIgr8vkM/M5XtnxnDnpk3tey2jH8jsG+R13Q+Mva6fs/zyz5Xz/svjz6YD073ESIu/5c8azj6ux2ymnvD4zBfnsFWc76ZMjYFj76dtO2TQC0OQV14g8j7Ex2im/uPg3ru9vSs7jnvO45vxeFubvHlFppfc4Ry+zZcsWeHt7G7TMmDFjsHz5cqxZswbXrl3DkCFDkJSUJN+91r9/f50Ltrt06YKlS5di/fr1iIiIQHBwMCZPnowuXbrk+4UlIiIiMoRBZf4PP/yA4OBgmJqaYuTIkWjSpAkOHDiAzz77DGFhYejfv79BG+/duzceP36MKVOmIDo6GnXr1sWePXvki7QjIyN1/qKZNGkSJEnCpEmTcP/+fTg6OqJLly746quvDNouERGVbrxLiwpC+xTyi+hdHM2ZMwdTpkyBt7c3rl+/jm3btuGLL77At99+i5EjR+KTTz5B2bJlX76iHIYPH57vabRDhw7pJqtSYerUqZg6darB2yHD/F/ISIOXUafqnhgaf/hzKM0N79ErLbfkEhWlgnwnAeN8L0vSd9LExASSJOHx48dwdHR8LYclIOMTQiA9PR2PHz+GQqGAqanpC+fXuzhatWoVli9fjsDAQBw9ehQtW7bEiRMnEB4eLt/1RUQlT3EVuiXpP1R6fSiVSri5ueHevXt6jwdElM3S0hIVK1bM8zo7bXoXR5GRkWjdujWArLvGTExMMH36dBZGRERUpKysrFCtWjVkZGQUdypUiiiVSqhUKr16G/UujtLS0nRuezM1NYW9vX3BMiQiInoFSqWSN+JQoTHoguzJkyfD0jJroLP09HR8+eWXsLW11ZmHD4AlIiKi0kzv4qhFixa4ceOG/L5Zs2Y6o7AC4IVxREREVOrpXRzlvHOMiIiI6HX0SsOZHj9+HA0bNsxzBGoiIip+CjMFvMbU0HlPRC/2St+SDh064P79+8bKhYiIjEySJCjNlfKLlz8QvdwrFUccoZSIiIheN+xfJSIiItLySsXRDz/8ID8HjYiIiOh1oHdxpFarcfnyZaSkpMixvn37okyZMkhOTsbly5f1fqAbERERUUmld3H0yy+/4KOPPsrzYW2mpqb46KOPsG7dOqMmR0RERFTU9L6Vf8WKFRg7dmyew7WrVCqMHz8e3333HT744AOjJlgStOs9w+BlhCZT5/27A+dCUhg4ckIdgzdLZBS8/ZuI3mR6/29948YNNG3aNN/pjRo1wrVr14ySFBEVr+zbv4mI3kR6/zmYlJSEhISEfKc/e/YMycnJRkmKiIiIqLjoXRxVq1YNJ06cyHf6sWPHUK1aNaMkRURERFRc9C6O+vbti0mTJuHy5cu5pl26dAlTpkxB3759jZocERERUVHT+5qj0aNHY/fu3WjQoAH8/f1RvXp1AMD169exf/9++Pn5YfTo0YWWKJV8vIiXiIheB3oXRyYmJti3bx/+97//Yd26dThy5AiEEHjrrbfw1VdfYdSoUTAxMSnMXKmE40W8RET0OjDo3nITExOMHz8e48ePL6x8iIiIiIqV3sVRfneqlSlTJs+xj4iIiIhKI70vCrGzs0PZsmVzvSwsLODl5YXly5cXZp5ERERERULvnqODBw/mGY+Li8O5c+cwbtw4qFQqDBw40GjJERERERU1vYujli1b5jutW7du8PDwwLfffsviiIiIiEo1o91r3bJlS4SHhxtrdURERETFwmjFUXx8PGxtbY21OiIiIqJiYZTiKCMjA/PmzUOTJk2MsToiIiKiYqP3NUfvvfdenvH4+HhcvXoVkiTh6NGjRkuMiIiIqDjoXRzld8rM3d0dPXr0QL9+/XhajYiIiEo9vYujVatWFWYeRERERCWCUa45SkhIwNKlS9GwYUNjrI6IiIio2Bj0bLWcDh48iJUrV2LLli2wtbXFu+++a6y8iIiIiIqFwcXR/fv3sXr1aqxatQpxcXGIjY3FunXr0KtXL0iSVBg5EhERERUZvU+rbd68GR07doSXlxcuXryIBQsW4MGDB1AoFKhTp84rFUZLliyBh4cHzM3N0aRJE5w+fTrfed955x1IkpTr1alTpwJvn4iIiCib3sVR7969Ua9ePURFRWHTpk3o1q0bTE1NXzmBDRs2YMyYMZg6dSrOnz8PHx8fBAQE4NGjR3nOv2XLFkRFRcmvK1euQKlUomfPnq+cCxEREZHexdGgQYOwZMkStG/fHsuWLUNsbKxREli4cCGCgoIwcOBA1KxZE8uWLYOlpSVWrlyZ5/z29vZwdnaWX8HBwbC0tGRxREREREah9zVHP/zwAxYtWoSNGzdi5cqVGDVqFAICAiCEgEajKdDG09PTce7cOUycOFGOKRQK+Pv74+TJk3qtY8WKFXj//fdRpkyZPKenpaUhLS1Nfp+QkAAAyMzMRGZmprxNhUIBjUajsy/ZcaVCgvZZQ7VGQAjkG1cpJQgJSM+Ri0qpe+oxUy3yjUsSYKK1cgEgUwgoACj1iGsAqIWAUpJ0KmC1ENAAUEkSpBfEFULx73o0gPT8/fP1Zx0nBfSMSxpA5B2XhATtbNRqNZRKZb7tkV9crVZDCJFvPPs4a7eTtvzaIyPHx1ulBCSFJLeTUqHVHiJr/TnjKkkqlHaScxcCArqfmex4nsfdCO2UX1xAQEiiwO2UTalUQpIk+XuqHQcM/z7p007ZcYUEKLTiGgFoNAIKhaRzjI3ZTnnFM4SA9O96tL+Dxmyn/OLa28vMzNSrnXK2FVFpZdAF2RYWFggMDERgYCBu3ryJVatW4ezZs/Dz80OnTp3wn//8J9+RtPPy5MkTqNVqlC9fXidevnx5XL9+/aXLnz59GleuXMGKFSvynWf27NmYPn16rviFCxfkgsrR0RFVq1ZFREQEHj9+LM/j5uYGNzc3NKjlhHL2FnI89MYT/BOdCL/6FWBVxuR5Ppcf4klsCto0rQiNJgN7/jwuT1MpgXbNK+nksO/YXZibqdCikascU2cK7D1+Fw52FmhT8flxic9Ix84H91DZyhpNHBzleFRKMg4+ikYt27KoY1dWjt9KfIZTMY/R0L4cqlpZP889Lhah8bF427E8XCws5fipmMe4lfgMAS6usDUxhX1qBgDgtultPFMmolZaDSiEUp7/utkNZEgZqJNaW2efQs2vwESYoHqalxzTSGqEml+FtcYKVdKryPFUKRU3zMNQVl0W7hlucjwsLAw1atTAgwcPcO/ePTn+snYKCwtDfHy8HK9SpQqcnJxw5coVpKSkyMdfu52Uquf/KRw5cx+paZm52mnvkXCdQrd104pQKEzkdmrs/bydEpMycOTsfbiVt0Idr3Jy/K6qcNop28GHUYhKTUF3t0owUTz/T23ng3+ggKJQ2umZ4hlum0XAKdMJzpnPj8FT5VP8Y3qvwO2UrXr16rCzs8OFCxegVqvluLe3N1RKyeDvkz7t9ORpCk6HPkTVinao5mEnx+9FJeJy2BPU9nSAU0Wr58fRiO2UnJmJnhUr6+zTpsgIWKpU6FTBXf5OGrud3DJcYa+2l+PRqod4aPIQHumVYK3J+kyePXtWr3bK/uOTqLSThPafAAWg0Wiwc+dOrFixArt379bppXmZBw8ewNXVFSdOnICvr68cHz9+PA4fPoxTp069cPlPPvkEJ0+exOXLl/OdJ6+eI3d3d8TExMDGxgbAy3skOvSZaXjPkSYD6Y+fF0cKez+YmDwvpICX/6X7tM7zpinqnqNmTeL+XU/R9xwtbDW/UHqOuvafnbWvhvYcZWRA8/R5W5o6+kFSmBjUI/GolqbYeo6aN40tlp6jb1r9r9B6jgLen1lsPUcxtZ/vU1H2HGV/J4Gi7zla8M48vdopISEBDg4OiI+Pl39fiUqjVxrnCMj6YevSpQu6dOmS70XU+SlXrhyUSiUePnyoE3/48CGcnZ1fuGxSUhLWr1+PGTNmvHA+MzMzmJmZ5YqrVCqoVLq7n/3lz0mtybt+zC+eqRYQeZxpzP7x1icuRNYPY04aABoD4mohoM4V/fd0ywviGkl3B3K+f75dA+JS3nEhCWT915Al+7RJfu2RXzx7ufziOY+z3u0hKaGw93s+XaOE9O9xEiL/9tOOy8cVxm2nnPL6zOR33LPyKXg7vSxe0HbKKef3NJuh3ydD4hoBaPKKa0Sex9go7ZRPXPwbz/UdNFI75RfX3p52G7yonfJrK6LSxigjZGdzcnIyaH5TU1M0aNAAISEhckyj0SAkJESnJykvmzZtQlpaGj744IMC5UqkL0mSIClUz18cz4uI6LVW7GX+mDFjEBgYiIYNG6Jx48ZYtGgRkpKSMHDgQABA//794erqitmzZ+sst2LFCnTv3h0ODg7FkTYRERG9poq9OOrduzceP36MKVOmIDo6GnXr1sWePXvki7QjIyNzdc3fuHEDx44dw759+4ojZSIiInqNFXtxBADDhw/H8OHD85x26NChXDEvLy+84nXkRERERHkq0DVHcXFx+OmnnzBx4kQ8ffoUAHD+/Hncv3/fqMkRERERFTWDe44uX74Mf39/2Nra4s6dOwgKCoK9vT22bNmCyMhI/Pzzz4WRJxEREVGRMLjnaMyYMRgwYABu3rwJc3NzOd6xY0ccOXLEqMkRERERFTWDi6MzZ87gk08+yRV3dXVFdHS0UZIiIiIiKi4GF0dmZmZ5DhEfFhYGR0fHPJYgIiIiKj0MLo66du2KGTNmICMj6zk/kiQhMjISEyZMQI8ePYyeIBEREVFRMrg4WrBgARITE+Hk5ISUlBS0bNkSnp6esLa2xldffVUYOZZO/z5yIvsFKe8h94mIiKhkMfhuNVtbWwQHB+PYsWO4fPkyEhMTUb9+ffj7+xdGfqWWJEmAVCKGkSIiIiIDFPh/7+bNm6N58+bGzIWIiIio2BlcHC1evDjPuCRJMDc3h6enJ1q0aJHvk5uJiIiISjKDi6P//e9/ePz4MZKTk1G2bFkAQGxsLCwtLWFlZYVHjx6hSpUqOHjwINzd3Y2eMBEREVFhMviC7FmzZqFRo0a4efMmYmJiEBMTg7CwMDRp0gTffPMNIiMj4ezsjNGjRxdGvkRERESFyuCeo0mTJmHz5s2oWrWqHPP09MT8+fPRo0cP3L59G3PnzuVt/URERFQqGdxzFBUVhczMzFzxzMxMeYTsChUq4NmzZ6+eHREREVERM7g4atWqFT755BNcuHBBjl24cAFDhgxB69atAQChoaGoXLmy8bIkIiIiKiIGF0crVqyAvb09GjRoADMzM5iZmaFhw4awt7fHihUrAABWVlZYsGCB0ZMlIiIiKmwGX3Pk7OyM4OBgXL9+HWFhYQAALy8veHl5yfO0atXKeBkSERERFaECDwJZvXp1VK9e3Zi5EBERERW7AhVH9+7dw/bt2xEZGYn09HSdaQsXLjRKYkRERETFweDiKCQkBF27dkWVKlVw/fp11K5dG3fu3IEQAvXr1y+MHImIiIiKjMEXZE+cOBFjx45FaGgozM3NsXnzZvzzzz9o2bIlevbsWRg5EhERERUZg4uja9euoX///gAAlUqFlJQUWFlZYcaMGfj666+NniARERFRUTK4OCpTpox8nZGLiwtu3bolT3vy5InxMiMiIiIqBgZfc9S0aVMcO3YMNWrUQMeOHfHZZ58hNDQUW7ZsQdOmTQsjRyIiIqIiY3BxtHDhQiQmJgIApk+fjsTERGzYsAHVqlXjnWpERERU6hlUHKnVaty7dw/e3t4Ask6xLVu2rFASIyIiIioOBl1zpFQq0a5dO8TGxhZWPkRERETFyuALsmvXro3bt28XRi5ERERExc7g4ujLL7/E2LFjsWPHDkRFRSEhIUHnRURERFSaGXxBdseOHQEAXbt2hSRJclwIAUmSoFarjZcdERERUREzuDg6ePBgYeRBREREVCIYXBy1bNmyMPIgIiIiKhEMvuYIAI4ePYoPPvgAzZo1w/379wEAv/zyC44dO2bU5IiIiIiKmsHF0ebNmxEQEAALCwucP38eaWlpAID4+HjMmjXL4ASWLFkCDw8PmJubo0mTJjh9+vQL54+Li8OwYcPg4uICMzMzvPXWW9i1a5fB2yUiIiLKS4HuVlu2bBmWL18OExMTOe7n54fz588btK4NGzZgzJgxmDp1Ks6fPw8fHx8EBATg0aNHec6fnp6Otm3b4s6dO/j9999x48YNLF++HK6urobuBhEREVGeDL7m6MaNG2jRokWuuK2tLeLi4gxa18KFCxEUFISBAwcCAJYtW4adO3di5cqV+Pzzz3PNv3LlSjx9+hQnTpyQCzMPDw9Dd4GIiIgoXwYXR87OzggPD89VlBw7dgxVqlTRez3p6ek4d+4cJk6cKMcUCgX8/f1x8uTJPJfZvn07fH19MWzYMGzbtg2Ojo7o27cvJkyYAKVSmecyaWlp8qk/APJYTJmZmcjMzJS3q1AooNFooNFodPJRKBRQKiRojVoAtUZACOQbVym1ggAy1QKAYXFJAky0h0oAkCkEFACUesQ1ANRCQClJOt2DaiGgAaCSJEgviCuE4t/1aADp+fvn6886TgroGZc0gMg7LgkJ2tmo1Woolcp82yO/uFqthhAi33j2cTZ2OykV2kNaZK0/Z1wlSYXSTnIuQkBA9zOTHc/zuBuhnfKLCwgISRS4nbIplUpIkiR/T7XjQOG0U3ZcIQEKrbhGABqNgEIh6RxjY7ZTXvEMISD9ux7t76Ax2ym/uPb2MjMz9WqnnG1FVFoZXBwFBQVh5MiRWLlyJSRJwoMHD3Dy5EmMHTsWkydP1ns9T548gVqtRvny5XXi5cuXx/Xr1/Nc5vbt2zhw4AD69euHXbt2ITw8HEOHDkVGRgamTp2a5zKzZ8/G9OnTc8UvXLiAMmXKAAAcHR1RtWpVRERE4PHjx/I8bm5ucHNzQ4NaTihnbyHHQ288wT/RifCrXwFWZZ6fWjx9+SGexKagTdOKUKqe/9gcOXMfqWmZaNe8kk4O+47dhbmZCi0aPT8tqM4U2Hv8LhzsLNCm4vNjE5+Rjp0P7qGylTWaODjK8aiUZBx8FI1atmVRx66sHL+V+AynYh6joX05VLWyfp57XCxC42PxtmN5uFhYyvFTMY9xK/EZAlxcYWtiCvvUjKxjbnobz5SJqJVWAwrxvAC9bnYDGVIG6qTW1tmnUPMrMBEmqJ7mJcc0khqh5ldhrbFClfTnBXSqlIob5mEoqy4L9ww3OR4WFoYaNWrgwYMHuHfvnhx/WTuFhYUhPj5ejlepUgVOTk64cuUKUlJS5ONv7HZq7P28nRKTMnDk7H24lbdCHa9ycvyuqnDaKdvBh1GISk1Bd7dKMFE8/09t54N/oICiUNrpmeIZbptFwCnTCc6Zz4/BU+VT/GN6r8DtlK169eqws7PDhQsXdMZP8/b2hkopFUo7PXmagtOhD1G1oh2qedjJ8XtRibgc9gS1PR3gVNHq+XE0YjslZ2aiZ8XKOvu0KTIClioVOlVwl7+Txm4ntwxX2Kvt5Xi06iEemjyER3olWGuyPpNnz57Vq504EDC9LiSh/SeAHoQQmDVrFmbPno3k5GQAgJmZGcaOHYuZM2fqvZ4HDx7A1dUVJ06cgK+vrxwfP348Dh8+jFOnTuVa5q233kJqaioiIiLkvx4XLlyIefPmISoqKs/t5NVz5O7ujpiYGNjY2AB4eY9Ehz4zi6Xn6Gmd501T1D1HzZrE/bueou85WthqfqH0HHXtPztrX4uh5+hRLU2x9Rw1bxpbLD1H37T6X6H1HAW8P7PYeo5iaj/fp6LsOcr+TgJF33O04J15erVTQkICHBwcEB8fL/++EpVGBvccSZKEL774AuPGjUN4eDgSExNRs2ZNWFlZvXxhLeXKlYNSqcTDhw914g8fPoSzs3Oey7i4uMDExETnFFqNGjUQHR2N9PR0mJqa5lrGzMwMZmZmueIqlQoqle7uZ3/5c1Jr8q4f84tn/0i/SlyIrB/GnDQANAbE1UIgrzHLM/OpibPjGkmjE8/5/vl2DYhLeceFJJD1X0OW7PbNrz3yi+d3ajU7nvM4G6ud9InLxxXGbaec8vrM5Hfcs/IpeDu9LF7Qdsop5/c0W2G0UzaNADR5xTUiz2NslHbKJy7+jef6DhqpnfKLa29Puw1e1E75tRVRaWPw3Wq//vorkpOTYWpqipo1a6Jx48YGF0YAYGpqigYNGiAkJESOaTQahISE6PQkafPz80N4eLjOX6NhYWFwcXHJszAiIiIiMpTBxdHo0aPh5OSEvn37YteuXa/0LLUxY8Zg+fLlWLNmDa5du4YhQ4YgKSlJvnutf//+OhdsDxkyBE+fPsXIkSMRFhaGnTt3YtasWRg2bFiBcyAiIiLSZnAfaFRUFPbs2YPffvsNvXr1gqWlJXr27Il+/fqhWbNmBq2rd+/eePz4MaZMmYLo6GjUrVsXe/bskS/SjoyM1OmWd3d3x969ezF69Gh4e3vD1dUVI0eOxIQJEwzdDSIiIqI8GVwcqVQqdO7cGZ07d0ZycjL++OMPrFu3Dq1atYKbmxtu3bpl0PqGDx+O4cOH5znt0KFDuWK+vr7466+/DE2biIiISC+vdPWcpaUlAgICEBsbi7t37+LatWvGyouIiIioWBTowbPJyclYu3YtOnbsCFdXVyxatAjvvvsurl69auz8iIiIiIqUwT1H77//Pnbs2AFLS0v06tULkydPzvfuMiIiIqLSxuDiSKlUYuPGjQgICMg13sWVK1dQu3btfJYkIiIiKvkMLo7Wrl2r8/7Zs2f47bff8NNPP+HcuXOvdGs/ERERUXEr0DVHAHDkyBEEBgbCxcUF8+fPR+vWrXkXGREREZV6BvUcRUdHY/Xq1VixYgUSEhLQq1cvpKWlYevWrahZs2Zh5UhERERUZPTuOerSpQu8vLxw+fJlLFq0CA8ePMC3335bmLkRERERFTm9e452796NESNGYMiQIahWrVph5kRERERUbPTuOTp27BiePXuGBg0aoEmTJvjuu+/w5MmTwsyNiIiIqMjpXRw1bdoUy5cvR1RUFD755BOsX78eFSpUgEajQXBwMJ49e1aYeRIREREVCYPvVitTpgw++ugjHDt2DKGhofjss88wZ84cODk5oWvXroWRIxEREVGRKfCt/ADg5eWFuXPn4t69e/jtt9+MlRMRERFRsXml4iibUqlE9+7dsX37dmOsjoiIiKjYGKU4IiIiInpdsDgiIiIi0sLiiIiIiEgLiyMiIiIiLSyOiIiIiLSwOCIiIiLSwuKIiIiISAuLIyIiIiItLI6IiIiItLA4IiIiItLC4oiIiIhIC4sjIiIiIi0sjoiIiIi0sDgiIiIi0sLiiIiIiEgLiyMiIiIiLSyOiIiIiLSwOCIiIiLSwuKIiIiISEuJKI6WLFkCDw8PmJubo0mTJjh9+nS+865evRqSJOm8zM3NizBbIiIiep0Ve3G0YcMGjBkzBlOnTsX58+fh4+ODgIAAPHr0KN9lbGxsEBUVJb/u3r1bhBkTERHR66zYi6OFCxciKCgIAwcORM2aNbFs2TJYWlpi5cqV+S4jSRKcnZ3lV/ny5YswYyIiInqdFWtxlJ6ejnPnzsHf31+OKRQK+Pv74+TJk/kul5iYiEqVKsHd3R3dunXD1atXiyJdIiIiegOoinPjT548gVqtztXzU758eVy/fj3PZby8vLBy5Up4e3sjPj4e8+fPR7NmzXD16lW4ubnlmj8tLQ1paWny+/j4eADA06dPkZmZCSCrIFMoFNBoNNBoNPK82XGhTgOk5+vUaASEAJQKKe+4UisIQK0WAAyLSxKgSBNyTADIFFnVrPbs+cU1ANQiK6ZdAatF1jSVbuq54hmJGf+uXwNIgCR062iBrOMkQc+4pAFE3nFJSNDOJjY2FkqlMt/2yC+uVqshhMg3LjRZnwOjt5NCt0HUmtxxKU1TKO2ULVNkfRZMdFNEpgDSE9MKpZ3yjwsISSAuLq5A7ZRNqVRCkiT5e6odz8xILZR2yo4rJEDSiguR9blRKCQo0p7vkzHbKa94hshaXiU9/04Cxm2n/OPP1/306VO92ikhIeHf4yVAVJpJohg/xQ8ePICrqytOnDgBX19fOT5+/HgcPnwYp06deuk6MjIyUKNGDfTp0wczZ87MNX3atGmYPn26UfMmIqL8/fPPP3n+sUpUWhRrz1G5cuWgVCrx8OFDnfjDhw/h7Oys1zpMTExQr149hIeH5zl94sSJGDNmjPxeo9Hg6dOncHBwgCRJeS7zOkhISIC7uzv++ecf2NjYFHc6VEBsx9fHm9CWQgg8e/YMFSpUKO5UiF5JsRZHpqamaNCgAUJCQtC9e3cAWcVLSEgIhg8frtc61Go1QkND0bFjxzynm5mZwczMTCdmZ2f3KmmXKjY2Nq/tD/GbhO34+njd29LW1ra4UyB6ZcVaHAHAmDFjEBgYiIYNG6Jx48ZYtGgRkpKSMHDgQABA//794erqitmzZwMAZsyYgaZNm8LT0xNxcXGYN28e7t69i48//rg4d4OIiIheE8VeHPXu3RuPHz/GlClTEB0djbp162LPnj3yRdqRkZFQKJ5fGBgbG4ugoCBER0ejbNmyaNCgAU6cOIGaNWsW1y4QERHRa6RYL8imwpOWlobZs2dj4sSJuU4rUunBdnx9sC2JSg8WR0RERERain2EbCIiIqKShMURERERkRYWR0RERERaWByVYEeOHEGXLl1QoUIFSJKErVu36kwXQmDKlClwcXGBhYUF/P39cfPmTZ15nj59in79+sHGxgZ2dnYYNGgQEhMTdea5fPky3n77bZibm8Pd3R1z584t7F17o8yePRuNGjWCtbU1nJyc0L17d9y4cUNnnnfeeQeSJOm8Pv30U515IiMj0alTJ1haWsLJyQnjxo3L9WiNQ4cOoX79+jAzM4OnpydWr15d2Lv3Rpk2bVqudqpevbo8PTU1FcOGDYODgwOsrKzQo0ePXIPcsh2JSj4WRyVYUlISfHx8sGTJkjynz507F4sXL8ayZctw6tQplClTBgEBAUhNTZXn6devH65evYrg4GDs2LEDR44cweDBg+XpCQkJaNeuHSpVqoRz585h3rx5mDZtGn788cdC3783xeHDhzFs2DD89ddfCA4ORkZGBtq1a4ekpCSd+YKCghAVFSW/tItUtVqNTp06IT09HSdOnMCaNWuwevVqTJkyRZ4nIiICnTp1QqtWrXDx4kWMGjUKH3/8Mfbu3Vtk+/omqFWrlk47HTt2TJ42evRo/Pnnn9i0aRMOHz6MBw8e4L333pOnsx2JSglBpQIA8ccff8jvNRqNcHZ2FvPmzZNjcXFxwszMTPz2229CCCH+/vtvAUCcOXNGnmf37t1CkiRx//59IYQQ33//vShbtqxIS0uT55kwYYLw8vIq5D16cz169EgAEIcPH5ZjLVu2FCNHjsx3mV27dgmFQiGio6Pl2NKlS4WNjY3cduPHjxe1atXSWa53794iICDAuDvwBps6darw8fHJc1pcXJwwMTERmzZtkmPXrl0TAMTJkyeFEGxHotKCPUelVEREBKKjo+Hv7y/HbG1t0aRJE5w8eRIAcPLkSdjZ2aFhw4byPP7+/lAoFPJDfU+ePIkWLVrA1NRUnicgIAA3btxAbGxsEe3NmyU+Ph4AYG9vrxNfu3YtypUrh9q1a2PixIlITk6Wp508eRJ16tSRB0cFstopISEBV69elefR/jxkz5P9eSDjuHnzJipUqIAqVaqgX79+iIyMBACcO3cOGRkZOm1QvXp1VKxYUec7yXYkKvmKfYRsKpjo6GgA0PmRzX6fPS06OhpOTk4601UqFezt7XXmqVy5cq51ZE8rW7ZsoeT/ptJoNBg1ahT8/PxQu3ZtOd63b19UqlQJFSpUwOXLlzFhwgTcuHEDW7ZsAZDVFnm1dfa0F82TkJCAlJQUWFhYFOauvRGaNGmC1atXw8vLC1FRUZg+fTrefvttXLlyBdHR0TA1Nc317Mac30m2I1HJx+KIqAgNGzYMV65c0blOBYDOdWB16tSBi4sL2rRpg1u3bqFq1apFnSblo0OHDvK/vb290aRJE1SqVAkbN25k0UL0GuFptVLK2dkZAHLdCfPw4UN5mrOzMx49eqQzPTMzE0+fPtWZJ691aG+DjGP48OHYsWMHDh48CDc3txfO26RJEwBAeHg4AP3aKb95bGxs+B93IbGzs8Nbb72F8PBwODs7Iz09HXFxcTrz5PxOsh2JSj4WR6VU5cqV4ezsjJCQEDmWkJCAU6dOwdfXFwDg6+uLuLg4nDt3Tp7nwIED0Gg08n++vr6+OHLkCDIyMuR5goOD4eXlxVNqRiKEwPDhw/HHH3/gwIEDuU5j5uXixYsAABcXFwBZ7RQaGqpT7AYHB8PGxkZ+6LKvr6/O5yF7nuzPAxlfYmIibt26BRcXFzRo0AAmJiY6bXDjxg1ERkbqfCfZjkSlQHFfEU75e/bsmbhw4YK4cOGCACAWLlwoLly4IO7evSuEEGLOnDnCzs5ObNu2TVy+fFl069ZNVK5cWaSkpMjraN++vahXr544deqUOHbsmKhWrZro06ePPD0uLk6UL19efPjhh+LKlSti/fr1wtLSUvzwww9Fvr+vqyFDhghbW1tx6NAhERUVJb+Sk5OFEEKEh4eLGTNmiLNnz4qIiAixbds2UaVKFdGiRQt5HZmZmaJ27dqiXbt24uLFi2LPnj3C0dFRTJw4UZ7n9u3bwtLSUowbN05cu3ZNLFmyRCiVSrFnz54i3+fX1WeffSYOHTokIiIixPHjx4W/v78oV66cePTokRBCiE8//VRUrFhRHDhwQJw9e1b4+voKX19feXm2I1HpwOKoBDt48KAAkOsVGBgohMi6nX/y5MmifPnywszMTLRp00bcuHFDZx0xMTGiT58+wsrKStjY2IiBAweKZ8+e6cxz6dIl0bx5c2FmZiZcXV3FnDlzimoX3wh5tSEAsWrVKiGEEJGRkaJFixbC3t5emJmZCU9PTzFu3DgRHx+vs547d+6IDh06CAsLC1GuXDnx2WefiYyMDJ15Dh48KOrWrStMTU1FlSpV5G2QcfTu3Vu4uLgIU1NT4erqKnr37i3Cw8Pl6SkpKWLo0KGibNmywtLSUrz77rsiKipKZx1sR6KSTxJCiOLpsyIiIiIqeXjNEREREZEWFkdEREREWlgcEREREWlhcURERESkhcURERERkRYWR0RERERaWBwRERERaWFxRERERKSFxRERAQAkScLWrVuLOw0iomLH4ojeWAMGDIAkSZAkCSYmJihfvjzatm2LlStXQqPRGLSu1atXw87OrnASfYEBAwage/fuL53v8ePHGDJkCCpWrAgzMzM4OzsjICAAx48fl+eJiopChw4dCjFbIqLSQVXcCRAVp/bt22PVqlVQq9V4+PAh9uzZg5EjR+L333/H9u3boVK9Hl+RHj16ID09HWvWrEGVKlXw8OFDhISEICYmRp7H2dm5GDMkIipBivvhbkTFJTAwUHTr1i1XPCQkRAAQy5cvl2MLFiwQtWvXFpaWlsLNzU0MGTJEfoBvXg8Injp1qhBCiJ9//lk0aNBAWFlZifLly4s+ffqIhw8fyut9+vSp6Nu3ryhXrpwwNzcXnp6eYuXKlfL0yMhI0bNnT2FrayvKli0runbtKiIiIoQQQkydOjXXdg8ePJhrf2JjYwUAcejQoRceDwDijz/+yHfd0HpYrlqtFrNmzRIeHh7C3NxceHt7i02bNr3kiBMRlQ48rUaUQ+vWreHj44MtW7bIMYVCgcWLF+Pq1atYs2YNDhw4gPHjxwMAmjVrhkWLFsHGxgZRUVGIiorC2LFjAQAZGRmYOXMmLl26hK1bt+LOnTsYMGCAvN7Jkyfj77//xu7du3Ht2jUsXboU5cqVk5cNCAiAtbU1jh49iuPHj8PKygrt27dHeno6xo4di169eqF9+/bydps1a5Zrf6ysrGBlZYWtW7ciLS1Nr2MwduxYeZ1RUVGYP38+LC0t0bBhQwDA7Nmz8fPPP2PZsmW4evUqRo8ejQ8++ACHDx8u0DEnIipRirs6Iyou+fUcCSFE7969RY0aNfJddtOmTcLBwUF+v2rVKmFra/vSbZ45c0YAkHudunTpIgYOHJjnvL/88ovw8vISGo1GjqWlpQkLCwuxd+/el+6Dtt9//12ULVtWmJubi2bNmomJEyeKS5cu6cwDrZ4jbSdPnhTm5uZiw4YNQgghUlNThaWlpThx4oTOfIMGDRJ9+vR5aS5ERCUde46I8iCEgCRJ8vv9+/ejTZs2cHV1hbW1NT788EPExMQgOTn5hes5d+4cunTpgooVK8La2hotW7YEAERGRgIAhgwZgvXr16Nu3boYP348Tpw4IS976dIlhIeHw9raWu79sbe3R2pqKm7dumXQ/vTo0QMPHjzA9u3b0b59exw6dAj169fH6tWrX7hcZGQkunfvLvdSAUB4eDiSk5PRtm1bOS8rKyv8/PPPBudFRFQSvR5XmxIZ2bVr11C5cmUAwJ07d9C5c2cMGTIEX331Fezt7XHs2DEMGjQI6enpsLS0zHMdSUlJCAgIQEBAANauXQtHR0dERkYiICAA6enpAIAOHTrg7t272LVrF4KDg9GmTRsMGzYM8+fPR2JiIho0aIC1a9fmWrejo6PB+2Rubo62bduibdu2mDx5Mj7++GNMnTpV5zRfzvy7du0KX19fzJgxQ44nJiYCAHbu3AlXV1edZczMzAzOi4iopGFxRJTDgQMHEBoaitGjRwPI6v3RaDRYsGABFIqsztaNGzfqLGNqagq1Wq0Tu379OmJiYjBnzhy4u7sDAM6ePZtre46OjggMDERgYCDefvttjBs3DvPnz0f9+vWxYcMGODk5wcbGJs9c89quvmrWrJnvuEZCCHzwwQfQaDT45ZdfdHrRatasCTMzM0RGRso9YURErxMWR/RGS0tLQ3R0tM6t/LNnz0bnzp3Rv39/AICnpycyMjLw7bffokuXLjh+/DiWLVumsx4PDw8kJiYiJCQEPj4+sLS0RMWKFWFqaopvv/0Wn376Ka5cuYKZM2fqLDdlyhQ0aNAAtWrVQlpaGnbs2IEaNWoAAPr164d58+ahW7dumDFjBtzc3HD37l1s2bIF48ePh5ubGzw8PLB3717cuHEDDg4OsLW1hYmJic42YmJi0LNnT3z00Ufw9vaGtbU1zp49i7lz56Jbt255Hpdp06Zh//792LdvHxITE+XeIltbW1hbW2Ps2LEYPXo0NBoNmjdvjvj4eBw/fhw2NjYIDAw0StsQERWb4r7oiai4BAYGyreoq1Qq4ejoKPz9/cXKlSuFWq3WmXfhwoXCxcVFWFhYiICAAPHzzz8LACI2Nlae59NPPxUODg46t/KvW7dOeHh4CDMzM+Hr6yu2b98uAIgLFy4IIYSYOXOmqFGjhrCwsBD29vaiW7du4vbt2/I6o6KiRP/+/UW5cuWEmZmZqFKliggKChLx8fFCCCEePXok2rZtK6ysrPK9lT81NVV8/vnnon79+sLW1lZYWloKLy8vMWnSJJGcnCzPB60Lslu2bPnCW/k1Go1YtGiR8PLyEiYmJsLR0VEEBASIw4cPv1qjEBGVAJIQQhRPWUZERERU8vBuNSIiIiItLI6IiIiItLA4IiIiItLC4oiIiIhIC4sjIiIiIi0sjoiIiIi0sDgiIiIi0sLiiIiIiEgLiyMiIiIiLSyOiIiIiLSwOCIiIiLSwuKIiIiISMv/A5S9cr+G2vOVAAAAAElFTkSuQmCC\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 500x300 with 1 Axes>"
            ],
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmsAAAEiCAYAAACm85XdAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAechJREFUeJzt3XdYFNfXB/DvssDSQaUXAbFgo4iKvSs27IoVsMYWwV4SsEWxi11jFDRib7FEFEGNLSoGG6IGBIlKERUQlLZ73z98d34su0sTWITzeR4e5c6dO2eGmdmzM3fu8BhjDIQQQgghpFJSUnQAhBBCCCFEPkrWCCGEEEIqMUrWCCGEEEIqMUrWCCGEEEIqMUrWCCGEEEIqMUrWCCGEEEIqMUrWCCGEEEIqMUrWCCGEEEIqMUrWCCGEEEIqMUrWvhNxcXHg8XgIDAws92UFBgaCx+MhLi6OK7OyskLfvn3LfdkAcPXqVfB4PFy9erVClke+XUn2T09PT1hZWZXZMtetW/fNbZHytWTJEvB4PEWHUS4q8txcnsrjHN+pUyd06tSpTNusrkqdrG3fvh08Hg/Ozs4ypxd1Il23bp1UQiB26tQp9OrVC/r6+lBVVYWpqSmGDRuGsLCwIuMSJxriH2VlZZiZmcHT0xNv3ryROQ9jDL///js6dOgAPT09aGhooGnTpli2bBkyMzPlLutb4iwYY82aNeHk5AQvLy88ffq0yPmLa/v27ZX2JFKZYwOAli1bgsfjYceOHYoOpVyIj1FZP61atVJ0eJVGwXOKmpoaTE1N4eLigs2bN+PTp0+lbvvWrVtYsmQJUlNTyy7gb1DSYzIjIwOLFy9GkyZNoKmpiVq1asHBwQFeXl54+/Zt+QX6nZkxYwZ4PB6io6Pl1vnpp5/A4/Hw6NGjCoys+vD09JR7vsv/4+npqehQZVIu7YxBQUGwsrLC3bt3ER0djbp1635zMIwxjBs3DoGBgXB0dMSsWbNgbGyMhIQEnDp1Cl27dsXNmzfRpk2bIttatmwZrK2tkZWVhb///huBgYG4ceMGnjx5AjU1Na6eUCjEyJEjcfToUbRv3x5LliyBhoYGrl+/jqVLl+LYsWO4fPkyjIyMyjzO7t27w93dHYwxpKWl4eHDh9i3bx+2b9+O1atXY9asWVxdS0tLfPnyBSoqKiXaptu3b4e+vn6JdsAxY8Zg+PDhEAgEJVpWScmLrUOHDvjy5QtUVVXLdfmF+ffff3Hv3j1YWVkhKCgIU6ZMUVgs5W3EiBHo3bu3RJmBgYGCoqm8xOeU3NxcJCYm4urVq/D29saGDRtw5swZ2NnZlbjNW7duYenSpfD09ISenl7ZB11CJTlf5ObmokOHDnj27Bk8PDzw448/IiMjA5GRkTh48CAGDhwIU1NTAMDPP/+MBQsWlHP0ldeoUaOwZcsWHDx4EL6+vjLrHDp0CE2bNi3VfkSK9sMPP6Bbt27c77GxsfD19cWkSZPQvn17rtzGxkYR4RWNlcLLly8ZAHby5ElmYGDAlixZIlUnNjaWAWBr166V2cbatWsZABYbGytV5u3tzUQikdQ8+/fvZ3fu3Ck0toCAAAaA3bt3T6J8/vz5DAA7cuSIRPnKlSsZADZnzhypts6cOcOUlJRYz549Zcb+LXECYNOmTZMqT0lJYa1bt2YA2Pnz5wttozgaN27MOnbsWKy6GRkZcqdZWlqyPn36fHM8+ZUktorm6+vLDA0N2YkTJxiPx5PYT79VYdu5IhV1jJamrYCAgCLrenh4MEtLyzJbZlnEXxh55xTGGAsNDWXq6urM0tKSff78ucRtyzoPKlJJjsmjR48yACwoKEhq2pcvX1haWloZR1c5FXffr1u3LrO1tZU57datWwwAW7VqVTlEWDzlcY7v2LFjmZ3jc3NzWXZ2dpm0xRhj9+7dK/Y5qzIo1W3QoKAg1KhRA3369MGQIUMQFBT0TQkjAHz58gV+fn6wtbXlbpEWNGbMGLRs2bJU7Ysz55iYGIllrl27FvXr14efn5/UPK6urvDw8EBwcDD+/vvvComzVq1aOHz4MJSVlbFixQquXFa/iMTERIwdOxbm5uYQCAQwMTFB//79uVvLVlZWiIyMxLVr17hLvOL+A+JbO9euXcPUqVNhaGgIc3NziWmyblFfunQJDg4OUFNTQ6NGjXDy5EmJ6fL6phRss7DY5PVZO3bsGJycnKCurg59fX2MHj1a6ta2p6cntLS08ObNGwwYMABaWlowMDDAnDlzIBQKi9j6/3Pw4EEMGTIEffv2ha6uLg4ePCiz3p07d9C7d2/UqFEDmpqasLOzw6ZNm6TiiYmJQe/evaGtrY1Ro0YBADIzMzF79mxYWFhAIBCgQYMGWLduHRhjEssICQlBu3btoKenBy0tLTRo0ACLFi2SqLNlyxY0btwYGhoaqFGjBpo3by435pJ6+fIlhg4dipo1a0JDQwOtWrXC+fPnizXv6dOn0aRJE6ipqaFJkyY4deqUzHqHDx+Gk5MTtLW1oaOjg6ZNm0psx6Js3LgRlpaWUFdXR8eOHfHkyRNuWkBAAHg8HiIiIqTmW7lyJfh8vtwuEkXp0qULfHx88OrVKxw4cIArf/ToETw9PVGnTh2oqanB2NgY48aNw/v377k6S5Yswdy5cwEA1tbW3HEgPkYCAgLQpUsXGBoaQiAQoFGjRjJvyYeHh8PFxQX6+vpQV1eHtbU1xo0bJ1FHJBLB398fjRs3hpqaGoyMjPDDDz/g48ePXJ3CjklZxOfStm3bSk1TU1ODjo6OxLrmPy8UdktqyZIlXL3s7GwsXrwYdevWhUAggIWFBebNm4fs7Gy5cYldv34dQ4cORe3atbl5Z86ciS9fvkjUK8k5IzU1FZ6entDV1YWenh48PDyKfQt71KhRePbsGf755x+paQcPHgSPx8OIESMAAMnJyRg/fjyMjIygpqYGe3t77Nu3T2o+kUiETZs2oWnTplBTU4OBgQF69uyJ8PBwrk5x9yOxsjrHy5KTkwNfX184OTlBV1cXmpqaaN++Pa5cuSJRL383Kn9/f9jY2EAgEODu3bvQ1NSEl5eXVNuvX78Gn8+X+VleHFeuXAGPx5N5jhL/fW7fvg3gf/vMy5cv4eLiAk1NTZiammLZsmVS5+/iHHvFUarboEFBQRg0aBBUVVUxYsQI7NixA/fu3UOLFi1K0xwA4MaNG/jw4QO8vb3B5/NL3Y484h2oRo0aEsv8+PEjvLy8oKwse1O4u7sjICAA586dQ6tWrco9TgCoXbs2OnbsiCtXriA9PV3ipJff4MGDERkZiR9//BFWVlZITk5GSEgI4uPjYWVlBX9/f/z444/Q0tLCTz/9BAASt3MBYOrUqTAwMICvr2+h/fOAr7cG3dzcMHnyZHh4eCAgIABDhw5FcHAwunfvXqJ1LE5s+QUGBmLs2LFo0aIF/Pz8kJSUhE2bNuHmzZuIiIiQuIUkFArh4uICZ2dnrFu3DpcvX8b69ethY2NTrNuZd+7cQXR0NAICAqCqqopBgwYhKChIKkEKCQlB3759YWJiAi8vLxgbGyMqKgrnzp2TOJnk5eXBxcUF7dq1w7p166ChoQHGGPr164crV65g/PjxcHBwwMWLFzF37ly8efMGGzduBABERkaib9++sLOzw7JlyyAQCBAdHY2bN29y7e/evRszZszAkCFD4OXlhaysLDx69Ah37tzByJEji1zfz58/IyUlRaJMV1cXKioqSEpKQps2bfD582fMmDEDtWrVwr59+9CvXz8cP34cAwcOlNvupUuXMHjwYDRq1Ah+fn54//499+Wi4HYcMWIEunbtitWrVwMAoqKicPPmTZkn5YL279+PT58+Ydq0acjKysKmTZvQpUsXPH78GEZGRhgyZAimTZuGoKAgODo6SswbFBSETp06wczMrMjlyDNmzBgsWrQIly5dwsSJE7l1evnyJcaOHQtjY2NERkbi119/RWRkJP7++2/weDwMGjQIL168wKFDh7Bx40bo6+sD+N8t6B07dqBx48bo168flJWVcfbsWUydOhUikQjTpk0D8PVDvUePHjAwMMCCBQugp6eHuLg4qQ/YH374gTuGZsyYgdjYWGzduhURERG4efMmVFRUSnxMWlpactv/559/LtEDBAVvSQFAcHAwgoKCYGhoCODrh1y/fv1w48YNTJo0CQ0bNsTjx4+xceNGvHjxAqdPny50GceOHcPnz58xZcoU1KpVC3fv3sWWLVvw+vVrHDt2TKJucc4ZjDH0798fN27cwOTJk9GwYUOcOnUKHh4exVrnUaNGYenSpTh48CCaNWsmsWxxN5zatWvjy5cv6NSpE6KjozF9+nRYW1vj2LFj8PT0RGpqqsQxMX78eAQGBqJXr16YMGEC8vLycP36dfz9999o3rw5gOLtR2JleY6XJT09Hb/99htGjBiBiRMn4tOnT9izZw9cXFxw9+5dODg4SNQPCAhAVlYWJk2aBIFAgNq1a2PgwIE4cuQINmzYIPEZfOjQITDGuC/DJdWpUydYWFggKChI6rwWFBQEGxsbtG7dmisTCoXo2bMnWrVqhTVr1iA4OBiLFy9GXl4eli1bxtUrzrFXLCW9FBceHs4AsJCQEMYYYyKRiJmbmzMvLy+JeiW9Dbpp0yYGgJ06daqkIUkQ37K4fPkye/fuHfvvv//Y8ePHmYGBARMIBOy///7j6vr7+xe5zA8fPjAAbNCgQWUaJ+TcBhXz8vJiANjDhw8ZY9KX2j9+/FisW0DybmuIt1O7du1YXl6ezGn5b81YWloyAOzEiRNcWVpaGjMxMWGOjo5c2eLFi5ms3UpWm/Jiu3LlCgPArly5whhjLCcnhxkaGrImTZqwL1++cPXOnTvHADBfX1+uzMPDgwFgy5Ytk2jT0dGROTk5SS1LlunTpzMLCwvuFvelS5cYABYREcHVycvLY9bW1szS0pJ9/PhRYv78t8bF8SxYsECizunTpxkA9ssvv0iUDxkyhPF4PBYdHc0YY2zjxo0MAHv37p3cePv3788aN25crHXLT7xPyfoRb3tvb28GgF2/fp2b79OnT8za2ppZWVkxoVAo0Vb+WwoODg7MxMSEpaamcmXibZn/NqiXlxfT0dGR2g+LG7+6ujp7/fo1V37nzh0GgM2cOZMrGzFiBDM1NeXiZYyxf/75p1i3QQq7DSqmq6srcRzIuiV66NAhBoD99ddfXFlht0FlteHi4sLq1KnD/X7q1KkiY7t+/brM25XBwcFS5SW5Dfr582fWoEED7u/p6enJ9uzZw5KSkqTqyjsviP37779MV1eXde/endsPfv/9d6akpCSx7zHG2M6dOxkAdvPmzSLjK8jPz4/xeDz26tUrrqy45wzxMbtmzRquLC8vj7Vv377Yt9NatGjBzM3NJfZD8d9h165djLH/fS4dOHCAq5OTk8Nat27NtLS0WHp6OmOMsbCwMAaAzZgxQ2o5+c9BxdmPGCufc3zB26B5eXlStzI/fvzIjIyM2Lhx47gy8bGto6PDkpOTJepfvHiRAWAXLlyQKLezsyvRLVdZt0EXLlzIBAKBxDkrOTmZKSsrs8WLF3Nl4n3mxx9/5MpEIhHr06cPU1VV5c7XJTn2ilLi26BBQUEwMjJC586dAXx9qtHNzQ2HDx8u0W2mgtLT0wEA2trapW4jv27dusHAwAAWFhYYMmQINDU1cebMGYlv9eKnuApbpniaOL6yjlMeLS0tAJD7pJm6ujpUVVVx9erVEl9OzW/ixInFvkJoamoq8Y1DR0cH7u7uiIiIQGJiYqljKEp4eDiSk5MxdepUiYdD+vTpA1tbW5m35CZPnizxe/v27fHy5csil5WXl4cjR47Azc2Nu1IgvoWQ/3Z/REQEYmNj4e3tLdUxXNYVhoJX9P7880/w+XzMmDFDonz27NlgjOHChQsAwLX9xx9/QCQSyYxZT08Pr1+/xr1794pcP1kmTZqEkJAQiR97e3suzpYtW6Jdu3ZcfS0tLUyaNAlxcXFyn1xOSEjAgwcP4OHhAV1dXa68e/fuaNSokVT8mZmZCAkJKVX8AwYMkLgy1rJlSzg7O+PPP//kytzd3fH27VuJ2y1BQUFQV1fH4MGDS7Xc/LS0tCSOVXV1de7/WVlZSElJ4Z6wlXUbTJb8baSlpSElJQUdO3bEy5cvkZaWBuB/+8e5c+eQm5srs51jx45BV1cX3bt3R0pKCvfj5OQELS0tqVtQxaWuro47d+5wt3IDAwMxfvx4mJiY4McffyzWrUrga3eAgQMHokaNGjh06BB3Pjp27BgaNmwIW1tbibi7dOkCAEXGnX/7ZWZmIiUlBW3atAFjTOYt8aLOGX/++SeUlZUljmU+n48ff/yxWOsJAKNHj8br16/x119/cWUHDx6Eqqoqhg4dyi3H2NiYuyUKACoqKpgxYwYyMjJw7do1AMCJEyfA4/GwePFiqeXkPwcVZz8SK+9zPJ/P5x4cE4lE+PDhA/Ly8tC8eXOZx8XgwYOlHnbq1q0bTE1NJc7HT548waNHjzB69Ohvis/d3R3Z2dk4fvw4V3bkyBHk5eXJbHv69Onc/3k8HqZPn46cnBxcvnwZQNkeeyVK1oRCIQ4fPozOnTsjNjYW0dHRiI6OhrOzM5KSkhAaGlqS5gD8b6cS3+orzmPwQqEQiYmJEj85OTkSdbZt24aQkBAcP34cvXv3RkpKitTTjeKEq7BlFkzoShLnt8jIyJBYbkECgQCrV6/GhQsXYGRkhA4dOmDNmjUlPqCsra2LXbdu3bpSiUj9+vUBoNB+Ct/q1atXAIAGDRpITbO1teWmi4n7buRXo0aNYiW1ly5dwrt379CyZUtu/46NjUXnzp1x6NAhLmES99dp0qRJkW0qKytL3fp79eoVTE1Npf6+DRs25KYDgJubG9q2bYsJEybAyMgIw4cPx9GjRyUSt/nz50NLSwstW7ZEvXr1MG3aNInbpEWpV68eunXrJvEj7i7w6tUrmdu9YJwFicvr1asnNa1ge1OnTkX9+vXRq1cvmJubY9y4cQgODi5R/AXVr19fYp/s3r07TExMuBO8SCTCoUOH0L9//zL54pWRkSHRzocPH+Dl5QUjIyOoq6vDwMCAO9YKfkDKc/PmTXTr1g2amprQ09ODgYEBdyte3EbHjh0xePBgLF26FPr6+ujfvz8CAgIkEqV///0XaWlpMDQ0hIGBgcRPRkYGkpOTS73eurq6WLNmDeLi4hAXF4c9e/agQYMG2Lp1K5YvX16sNiZOnIiYmBicOnUKtWrVkog7MjJSKmbxOaeouOPj4+Hp6YmaNWty/dA6duwIQPpvUJxzxqtXr2BiYsJ9kRaTdXzIM3z4cPD5fK4/aVZWFjcEVP5jrl69elBSkvx4LnjMxcTEwNTUFDVr1ix0mcXZj8Qq4hy/b98+2NnZQU1NDbVq1YKBgQHOnz8v87iQ9fmkpKSEUaNG4fTp0/j8+TOAr1+81NTUuIS3tGxtbdGiRQuJRDAoKAitWrWSGvFCSUkJderUkSgruK3K8tgrUZ+1sLAwJCQk4PDhwzh8+LDU9KCgIPTo0QMAuCsgBTtziok3sriera0tAODx48cYMGBAoXH8999/Un/EK1euSHSGbdmyJXfPfsCAAWjXrh1GjhyJ58+fcwebeOd/9OiR3GWKx7wRXw0oSZzf4smTJ+Dz+YUmU97e3nB1dcXp06dx8eJF+Pj4wM/PD2FhYVJ9c+TJ/62rLMjrt/ItV11L6lv6EooP0mHDhsmcfu3aNe6qcnEJBAKpE29xqaur46+//sKVK1dw/vx5BAcH48iRI+jSpQsuXboEPp+Phg0b4vnz5zh37hyCg4Nx4sQJbN++Hb6+vli6dGmplluRDA0N8eDBA1y8eBEXLlzAhQsXEBAQAHd3d5mdqkuDz+dj5MiR2L17N7Zv346bN2/i7du33/xNHPjasTktLU3iZD5s2DDcunULc+fOhYODA7S0tCASidCzZ0+5V0jzi4mJQdeuXWFra4sNGzbAwsICqqqq+PPPP7Fx40auDR6Ph+PHj+Pvv//G2bNncfHiRYwbNw7r16/H33//zS234JXh/MpqmBZLS0uMGzcOAwcORJ06dRAUFIRffvml0Hk2bdqEQ4cO4cCBA1L9lUQiEZo2bYoNGzbInNfCwkJuu0KhEN27d8eHDx8wf/582NraQlNTE2/evIGnp6fU36C8+h8XZGhoiO7du+PEiRPYtm0bzp49i0+fPpW6n1VRirsflcS3nOMPHDgAT09PDBgwAHPnzoWhoSH3UED+h//E5H0+ubu7Y+3atTh9+jRGjBiBgwcPcg+DfSt3d3d4eXnh9evXyM7Oxt9//42tW7eWqq2yPPZKlKyJO39u27ZNatrJkydx6tQp7Ny5k/smqaGhgefPn8ts6/nz59DQ0OA61bZr1467DL5o0aJCDx5jY2OpWybi2zayiHeGzp07Y+vWrdx4P+In7A4ePIiffvpJ5jL3798PANzIziWJs7Ti4+Nx7do1tG7dushv/TY2Npg9ezZmz56Nf//9Fw4ODli/fj33ZFpZjhoeHR0NxphEmy9evAAAbkR68bfD1NRUiduDsq7AFDc2cUfm58+fc7dAxJ4/f85N/1aZmZn4448/4ObmhiFDhkhNnzFjBoKCgtC5c2duLJ4nT55IdZQuDktLS1y+fBmfPn2S+Bs/e/aMmy6mpKSErl27omvXrtiwYQNWrlyJn376CVeuXOGWrampCTc3N7i5uSEnJweDBg3CihUrsHDhQolbx6WJU9YxLCvOgvMBX79ZFiSrPVVVVbi6usLV1RUikQhTp07Frl274OPjU+QYjrKW8eLFC6m3JLi7u2P9+vU4e/YsLly4AAMDA7i4uBTadnH8/vvvAMC19fHjR4SGhmLp0qUSY2rJilPeMXD27FlkZ2fjzJkzqF27Nlcu77ZJq1at0KpVK6xYsQIHDx7EqFGjcPjwYUyYMAE2Nja4fPky2rZtW+SXs7I4X9SoUQM2NjYST+TKcv36dcyZMwfe3t4ykxUbGxs8fPgQXbt2LXFcjx8/xosXL7Bv3z64u7tz5aW91Q583adDQ0ORkZEhcXVN3mecPKNGjUJwcDAuXLiAgwcPQkdHB66urhLLefToEUQikcSXvILHnI2NDS5evIgPHz7IvbpW0v2orM/xBR0/fhx16tTByZMnJZYh61ZuYZo0aQJHR0cEBQXB3Nwc8fHx2LJlS4nakGf48OGYNWsWDh06xI1t6ubmJlVPJBLh5cuX3NU0QHpbleTYK0qxv+5/+fIFJ0+eRN++fTFkyBCpn+nTp+PTp084c+YMgK8JUo8ePXD27FnEx8dLtBUfH4+zZ8+iR48eXLKjoaGB+fPnIyoqCvPnz5d6/BX4mpXfvXsXampqcm/byNOpUye0bNkS/v7+yMrK4pY5Z84cPH/+nHv6Kb/z588jMDAQLi4uXH+TksRZGh8+fMCIESMgFAplxiT2+fNnbj3EbGxsoK2tLXELRFNTs8xGR3/79q3EY83p6enYv38/HBwcYGxszMUAQKJPRmZmpswrJMWNrXnz5jA0NMTOnTsl1u3ChQuIiopCnz59SrtKEk6dOoXMzExMmzZN5j7et29fnDhxAtnZ2WjWrBmsra3h7+8vtQ6y9omCevfuDaFQKPWNbePGjeDxeOjVqxeAr/tDQeIrEOJtkX84COBr4tOoUSMwxuT2Yyqu3r174+7du9wj68DXv+evv/4KKysrqf5nYiYmJnBwcMC+ffskbm+EhIRI9XMrGL+SkhI3MGhx+j2dPn1aYuiNu3fv4s6dO9w2FLOzs4OdnR1+++03nDhxAsOHD5f7FHhxhYWFYfny5bC2tuYSDvE5reB+4O/vLzW/pqYmAEjtQ7LaSEtLQ0BAgES9jx8/Si2n4P4xbNgwCIVCmbcl8/LyJJZdkvPFw4cPpZ4iBr5+aD99+rTQ24MJCQkYNmwY2rVrh7Vr18qsM2zYMLx58wa7d++Wmvbly5dCn16Xtf0YYyUaDqag3r17Iy8vT2LYC6FQWOIkYcCAAdDQ0MD27dtx4cIFDBo0SOILVe/evZGYmIgjR45wZXl5ediyZQu0tLS4W7mDBw8GY0zm1XPxehd3PxIr63N8QbLiuXPnjsT5pbjGjBmDS5cuwd/fH7Vq1ZI63ktLX18fvXr1woEDBxAUFISePXtyF5UKyn/+Zoxh69atUFFRQdeuXQGU7NgrSrHPVGfOnMGnT5/Qr18/mdNbtWoFAwMDBAUFcVnoypUr0apVKzRr1gyTJk2ClZUV4uLi8Ouvv4LH42HlypUSbcydOxeRkZFYv349rly5giFDhsDY2BiJiYk4ffo07t69i1u3bhV75QqaO3cuhg4disDAQK4z6YIFCxAREYHVq1fj9u3bGDx4MNTV1XHjxg0cOHAADRs2lNoJyyrOFy9e4MCBA2CMIT09HQ8fPsSxY8eQkZGBDRs2oGfPnoXO27VrVwwbNgyNGjWCsrIyTp06haSkJAwfPpyr5+TkhB07duCXX35B3bp1YWhoKHV1qrjq16+P8ePH4969ezAyMsLevXuRlJQkceD36NEDtWvXxvjx4zF37lzw+Xzs3bsXBgYGUkl7cWNTUVHB6tWrMXbsWHTs2BEjRozghu6wsrLCzJkzS7U+BQUFBaFWrVpy3zzRr18/7N69G+fPn8egQYOwY8cOuLq6wsHBAWPHjoWJiQmePXuGyMhIXLx4sdBlubq6onPnzvjpp58QFxcHe3t7XLp0CX/88Qe8vb25E+KyZcvw119/oU+fPrC0tERycjK2b98Oc3NzrtN/jx49YGxsjLZt28LIyAhRUVHYunUr+vTp8839sRYsWIBDhw6hV69emDFjBmrWrIl9+/YhNjYWJ06cKPT2rp+fH/r06YN27dph3Lhx+PDhAzcenLhPJgBMmDABHz58QJcuXWBubo5Xr15hy5YtcHBw4LoqFKZu3bpo164dpkyZguzsbO7kPW/ePKm67u7umDNnDgCU+BbohQsX8OzZM+Tl5SEpKQlhYWEICQmBpaUlzpw5w33g6ujocH1Ic3NzYWZmhkuXLiE2NlaqTScnJwBfXzU0fPhwqKiowNXVFT169OCuNv7www/IyMjA7t27YWhoiISEBG5+8RtPBg4cCBsbG3z69Am7d++Gjo4O91aKjh074ocffoCfnx8ePHiAHj16QEVFBf/++y+OHTuGTZs2cVeSS3K+CAkJweLFi9GvXz+0atWKG3dq7969yM7OlhgvraAZM2bg3bt3mDdvnlSXGnFSPWbMGBw9ehSTJ0/GlStX0LZtWwiFQjx79gxHjx7FxYsXua4uBdna2sLGxgZz5szBmzdvoKOjgxMnTnzTw1iurq5o27YtFixYgLi4OG4MsuL2QRTT0tLCgAEDuH5rBa8qTpo0Cbt27YKnpyfu378PKysrHD9+HDdv3oS/vz93THfu3BljxozB5s2b8e+//3K32K9fv47OnTtj+vTpxd6PxMr6HF9Q3759cfLkSQwcOBB9+vRBbGwsdu7ciUaNGkmcE4pj5MiRmDdvHk6dOoUpU6aU+O0+hXF3d+eOCXl9L9XU1BAcHAwPDw84OzvjwoULOH/+PBYtWsTd3izJsVek4j426urqytTU1FhmZqbcOp6enkxFRYWlpKRwZVFRUczNzY0ZGhoyZWVlZmhoyIYPH86ioqLktnP8+HHWo0cPVrNmTaasrMxMTEyYm5sbu3r1apFxFvaYvVAoZDY2NszGxkZimAChUMgCAgJY27ZtmY6ODlNTU2ONGzdmS5cuLXS0+W+JE/mGSVBSUmJ6enrM0dGReXl5scjISKn6BYdGSElJYdOmTWO2trZMU1OT6erqMmdnZ3b06FGJ+RITE1mfPn2YtrY2A8A92lzYdpI3dEefPn3YxYsXmZ2dHRMIBMzW1pYdO3ZMav779+8zZ2dnpqqqymrXrs02bNggs015sRUcukPsyJEjzNHRkQkEAlazZk02atQoiSEbGPv6SLWmpqZUTEUNHZCUlMSUlZXZmDFj5Nb5/Pkz09DQYAMHDuTKbty4wbp37860tbWZpqYms7OzY1u2bCkyHsa+DoExc+ZMZmpqylRUVFi9evXY2rVrJR67Dw0NZf3792empqZMVVWVmZqashEjRrAXL15wdXbt2sU6dOjAatWqxQQCAbOxsWFz584tcgT54r4BICYmhg0ZMoTp6ekxNTU11rJlS3bu3DmZbRUcvuDEiROsYcOGTCAQsEaNGrGTJ09KvcFAfBwZGhpy+8wPP/zAEhISih3/+vXrmYWFBRMIBKx9+/bckDcFJSQkMD6fz+rXr19o2/mJ913xj6qqKjM2Nmbdu3dnmzZt4oZSyO/169ds4MCBTE9Pj+nq6rKhQ4eyt2/fMgASQwAwxtjy5cuZmZkZU1JSkjhGzpw5w+zs7JiamhqzsrJiq1evZnv37pWo888//7ARI0aw2rVrM4FAwAwNDVnfvn1ZeHi4VEy//vorc3JyYurq6kxbW5s1bdqUzZs3j719+5arI++YlOXly5fM19eXtWrViju/GxgYsD59+rCwsDCJugWPv44dO8odNib/9snJyWGrV69mjRs3ZgKBgNWoUYM5OTmxpUuXFrl/P336lHXr1o1paWkxfX19NnHiRPbw4UOp/bQk54z379+zMWPGMB0dHaarq8vGjBnDIiIiij10h9j58+cZAGZiYiIxjIdYUlISGzt2LNPX12eqqqqsadOmMtvPy8tja9euZba2tkxVVZUZGBiwXr16sfv373N1irMfMVY+5/iCQ3eIRCK2cuVKZmlpyQQCAXN0dGTnzp2TOicU99zUu3dvBoDdunWr0HqyFPYGg+zsbFajRg2mq6srMVyUmHifiYmJYT169GAaGhrMyMiILV68WObfszjHXlF4jBXjng0hhFQBKSkpMDExga+vL3x8fBQdDiHkGwwcOBCPHz9GdHR0mbabl5cHU1NTuLq6Ys+ePVLTPT09cfz48RJfDfwWpXtEjRBCvkOBgYEQCoUYM2aMokMhhHyDhIQEnD9/vlyO5dOnT+Pdu3cSD6co2rf1riWEkO9AWFgYnj59ihUrVmDAgAFST4oSQr4PsbGxuHnzJn777TeoqKjghx9+KLO279y5g0ePHmH58uVwdHTkHuaoDChZI4RUecuWLcOtW7fQtm3bMnvEnxBS8a5du4axY8eidu3a2LdvH/eUalnYsWMHN+ZfYGBgmbVbFqjPGqlQf/31F9auXYv79+8jISEBp06dKnJw4atXr2LWrFmIjIyEhYUFfv75Z3h6elZIvIQQQoiiUZ81UqEyMzNhb28vc2BlWWJjY9GnTx907twZDx48gLe3NyZMmFDk0BiEEEJIVUFX1ojC8Hi8Iq+szZ8/H+fPn5cYDX348OFITU0t0fsjCSGEkO8V9Vkjldrt27elXufk4uICb29vufNkZ2dLjHwvEonw4cMH1KpVq0xfv0UIUTzGGD59+gRTU9NSv4OXkMqOkjVSqSUmJsLIyEiizMjICOnp6fjy5YvM9635+fl9Fy8wJ4SUnf/++w/m5uaKDoOQckHJGqlyFi5ciFmzZnG/p6WloXbt2oiNjYWOjg6Ar++fVFJSgkgkgkgk4uqKy4VCocT76+SV8/l88Hg85OXlScQgfgeeUCgsVrmysjIYYxLlPB4PfD5fKkZ55bROtE7VcZ3S09NRu3btb361GiGVGSVrpFIzNjZGUlKSRFlSUhJ0dHRkXlUDAIFAAIFAIFVes2ZNLlkjhFQN4q4N1MWBVGV0g59Uaq1bt0ZoaKhEWUhICFq3bq2giAghhJCKRckaqVAZGRl48OABHjx4AODr0BwPHjxAfHw8gK+3MPO/4mPy5Ml4+fIl5s2bh2fPnmH79u04evQoZs6cqYjwCSGEkApHyRqpUOHh4XB0dISjoyMAYNasWXB0dISvry+Ar+97EyduAGBtbY3z588jJCQE9vb2WL9+PX777Te4uLgoJH5CCCGkotE4a6TKS09Ph66uLtLS0qjPGiFVTHkd30KhELm5uWXWHqn6VFRUuIdhyho9YEAIIYT8P8YYEhMTkZqaquhQyHdIT08PxsbGZf7ACyVrhBBCyP8TJ2qGhobQ0NCgp0xJsTDG8PnzZyQnJwMATExMyrR9StYIIYQQfL31KU7UatWqpehwyHdGPJxUcnIyDA0Ny/SWKD1gQAghhABcHzUNDQ0FR0K+V+J9p6z7O1KyRgghhORDtz5JaZXXvkPJGiGEEEJIJUbJGiGEEFLFeHp6YsCAAd/cDo/Hw+nTp7+5HfJtKFkjhBBCyoirqyt69uwpc9r169fB4/Hw6NGjCo7q+xIYGAgej1foT1xcnKLDrFCUrBGiYEKhEOHh4QgODkZ4eDiEQqGiQyKElNL48eMREhKC169fS00LCAhA8+bNYWdnp4DIFCMnJ6fE87i5uSEhIYH7ad26NSZOnChRZmFhUQ7RVl6UrBGiQGFhYRg4cCAmT56Mn3/+GZMnT8bAgQMRFham6NAIIaXQt29fGBgYIDAwUKI8IyMDx44dw/jx4wEAJ06cQOPGjSEQCGBlZYX169dL1M/Ozsb8+fNhYWEBgUCAunXrYs+ePQC+fsEbP348rK2toa6ujgYNGmDTpk0y41m6dCkMDAygo6ODyZMnSyRPVlZW8Pf3l6jv4OCAJUuWyF2/+fPno379+tDQ0ECdOnXg4+Mj8eTjkiVL4ODggN9++w3W1tZQU1PD/v37UatWLWRnZ0u0NWDAAIwZM0ZqGerq6jA2NuZ+VFVVoaGhAWNjY1y6dAmNGzdGXl6e3LbEMezatQsWFhbQ0NDAsGHDkJaWJjHPb7/9hoYNG0JNTQ22trbYvn273PVWNErWCFGQsLAwzJ8/HzY2NggICMBff/2FgIAA2NjYYP78+ZSwEfIdUlZWhru7OwIDA5H/bY7Hjh2DUCjEiBEjcP/+fQwbNgzDhw/H48ePsWTJEvj4+EgkeO7u7jh06BA2b96MqKgo7Nq1C1paWgAAkUgEc3NzHDt2DE+fPoWvry8WLVqEo0ePSsQSGhqKqKgoXL16FYcOHcLJkyexdOnSb1o/bW1tBAYG4unTp9i0aRN2796NjRs3StSJjo7GiRMncPLkSTx48ABDhw6FUCjEmTNnuDrJyck4f/48xo0bV6LlF7et6OhoHD16FGfPnkVwcDAiIiIwdepUbnpQUBB8fX2xYsUKREVFYeXKlfDx8cG+fftKukkqBiOkiktLS2MAWFpamqJD4eTl5TFXV1fm7e3NhEKhxDShUMi8vb1Zv379WF5enoIirPy+fPnCoqKiSvTz5csXRYdNylhZHt9fvnxhT58+/eb9JCoqigFgV65c4crat2/PRo8ezRhjbOTIkax79+4S88ydO5c1atSIMcbY8+fPGQAWEhJS7GVOmzaNDR48mPvdw8OD1axZk2VmZnJlO3bsYFpaWtw5x9LSkm3cuFGiHXt7e7Z48WLudwDs1KlTcpe7du1a5uTkxP2+ePFipqKiwpKTkyXqTZkyhfXq1Yv7ff369axOnTpMJBIVuW4dO3ZkXl5exW5r8eLFjM/ns9evX3N1Lly4wJSUlFhCQgJjjDEbGxt28OBBieUsX76ctW7dush4ClNW+1BB9AYDQhQgIiICb9++xYoVK6CkJHmBW0lJCWPHjsW4ceMQERGB5s2bKyjKyi0uLg6jR48u0TwHDhyAra1tOUVEyFe2trZo06YN9u7di06dOiE6OhrXr1/HsmXLAABRUVHo37+/xDxt27aFv78/hEIhHjx4AD6fj44dO8pdxrZt27B3717Ex8fjy5cvyMnJgYODg0Qde3t7iQF+W7dujYyMDPz333+wtLQs1bodOXIEmzdvRkxMDDIyMpCXlwcdHR2JOpaWljAwMJAomzhxIlq0aIE3b97AzMwMgYGB8PT0LNW4ZMVpq3bt2jAzM+N+b926NUQiEZ4/fw5tbW3ExMRg/PjxmDhxIlcnLy8Purq6JY6nIlCyRogCpKSkAABsbGxkTheXi+sRaVZWVjhw4IBUeWxsLHx8fLB8+XJYW1tLzUNIRRg/fjx+/PFHbNu2jeveUFjylZ/4tUXyHD58GHPmzMH69evRunVraGtrY+3atbhz506JYlRSUpK4VQsUPvL+7du3MWrUKCxduhQuLi7Q1dXF4cOHpfrbaWpqSs3r6OgIe3t77N+/Hz169EBkZCTOnz9fonjLqq2MjAwAwO7du+Hs7CwxrSxfEVWWKFkjRAH09fUBADExMWjatKnU9JiYGIl6RJq4U7A81tbWdBWNKMywYcPg5eWFgwcPYv/+/ZgyZQp35adhw4a4efOmRP2bN2+ifv364PP5aNq0KUQiEa5du4Zu3bpJtX3z5k20adNGog+W+JyR38OHD/Hlyxcu+fv777+hpaXFPUlpYGCAhIQErn56ejpiY2PlrtOtW7dgaWmJn376iSt79epVcTYHAGDChAnw9/fHmzdv0K1bt296orOotuLj4/H27VuYmpoC+LruSkpKaNCgAYyMjGBqaoqXL19i1KhRpY6hIlGyRkg5evr0qdTJLDc3F0lJSdDS0sKSJUvQs2dPiVuhIpEIwcHB0NbWRkREBB4+fAgDAwOoqKhwdSwtLdGoUaMKWw9CSMloaWnBzc0NCxcuRHp6Ojw9Pblps2fPRosWLbB8+XK4ubnh9u3b2Lp1K/c0opWVFTw8PDBu3Dhs3rwZ9vb2ePXqFZKTkzFs2DDUq1cP+/fvx8WLF2FtbY3ff/8d9+7dk7qSnJOTg/Hjx+Pnn39GXFwcFi9ejOnTp3Pnmy5duiAwMBCurq7Q09ODr69voVeW6tWrh/j4eBw+fBgtWrTA+fPncerUqWJvk5EjR2LOnDnYvXs39u/fX4KtWfK21NTU4OHhgXXr1iE9PR0zZszAsGHDYGxsDODrU7IzZsyArq4uevbsiezsbISHh+Pjx4+YNWvWN8VWHihZI6ScJCYmYqznWAhF8sdNy8jIwK5du+ROlzeNr8THH2f+4E481UFiYiJSU1OLrCe+MlDYFYL89PT0qtV2lCUrK6vEg4xaWVlBTU2tfAKqIsaPH489e/agd+/e3BUeAGjWrBmOHj0KX19fLF++HCYmJli2bJlEQrdjxw4sWrQIU6dOxfv371G7dm0sWrQIAPDDDz8gIiICbm5u4PF4GDFiBKZOnYoLFy5ILL9r166oV68eOnTogOzsbIwYMUJiWI6FCxciNjYWffv2ha6uLpYvX17ocdOvXz/MnDkT06dPR3Z2Nvr06QMfH59Ch/rIT1dXF4MHD8b58+e/+e0KRbVVt25dDBo0CL1798aHDx/Qt29fiaE5JkyYAA0NDaxduxZz586FpqYmmjZtCm9v72+Kq7zwWMEb1oRUMenp6dDV1UVaWppUR9jylJiYiEEDByEnt+SDQhZFVUUVJ0+drDZJRmJiIgYPGozsnOyiK5eQQFWAEydPVJttKcuzZ8++24c1yvL4zsrKQmxsLDc+GCl7Xbt2RePGjbF58+Zya2vJkiU4ffo0Hjx48M3LKKny2ofoyhoh5cTY2BgnT52UuhqUnZ2Nt2/fcr+LRCK8evUKnz59gra2NiwtLaWeEDU1NYVAIOB+r25Xg1JTU5Gdkw03IzsYqmqVWbvJORk4kvQIqamp1Wp7FiTrYY3CHtQQz0NIcX38+BFXr17F1atXv3nw2bJs63tByRoh5Ug8AndB9vb2CoiGENkKe1iDHtQgZcHR0REfP37E6tWr0aBBg0rT1veCkjVCyHfjSBK9APtblVffP6D6XfElxVeWL14vqq0lS5YUux/d94KSNULId6O8boNWF6XpR+nj41PsutWtLyUhFYWSNULId8NQVQtmapVzhPHvQWpqark88CKWk5tT7fv/EVIeKFkjhHw3knMyKnV7lZ2enh5UVVTLLWFTVVGFnp5eubRNSHVGyRohpNLT09ODQFVQLrcsBaqCapNgyHtCWfzkZ0nIekqU+qwRUj4oWSOEVHrGxsY4cfJEsTvGFzbkREHVLcGQ9YSyvPesFoYGxSWk4lCyRgj5LsgbBkUeGnKi+Ip6zyohRLEoWSOEEEKKUNwhT8pKdbviSwpHyRohhBBSiPJ83Zk8pXkNWmJiIlasWIHz58/jzZs3MDQ0hIODA7y9vdG1a9dviicuLg7W1taIiIiAg4PDN7VFSo6SNUIIIaQQ4tedNfzQHpp5euW+vEzlVETVvF6iYVDi4uLQtm1b6OnpYe3atWjatClyc3Nx8eJFTJs2Dc+ePSvnqEl5Uiq6CiFla9u2bVznZGdnZ9y9e1du3dzcXCxbtgw2NjZQU1ODvb09goODKzBaQgj5SjNPD9q5tcr9pzQJ4dSpU8Hj8XD37l0MHjwY9evXR+PGjTFr1iz8/fffiIuLA4/Hk3i5eWpqKng8Hq5evQrg6zs3R40aBQMDA6irq6NevXoICAgAAO5hHUdHR/B4PHTq1AnA13cbL1u2DObm5hAIBHBwcJA4R4uXe/ToUbRv3x7q6upo0aIFXrx4gXv37qF58+bQ0tJCr1698O7du1L9XaoDurJGKtSRI0cwa9Ys7Ny5E87OzvD394eLiwueP38OQ0NDqfo///wzDhw4gN27d8PW1hYXL17EwIEDcevWLTg6OipgDUhlkZWVJfO1M4W9JomeYCRV0YcPHxAcHIwVK1ZAU1NTarqenl6x+tv5+Pjg6dOnuHDhAvT19REdHY0vX74AAO7evYuWLVvi8uXLaNy4MVRVVQEAmzZtwvr167Fr1y44Ojpi79696NevHyIjI1GvXj2u7cWLF8Pf3x+1a9fGuHHjMHLkSGhra2PTpk3Q0NDAsGHD4Ovrix07dpTNRqliKFkjFWrDhg2YOHEixo4dCwDYuXMnzp8/j71792LBggVS9X///Xf89NNP6N27NwBgypQpuHz5MtavX1/ioQZI1RIXF4fRo0fLnS5r3LADBw7QU4+kyomOjgZj7Jv37fj4eDg6OqJ58+YAvn65ETMwMAAA1KpVS+LW7Lp16zB//nwMHz4cALB69WpcuXIF/v7+2LZtG1dvzpw5cHFxAQB4eXlhxIgRCA0NRdu2bQEA48ePR2Bg4DfFX5VRskYqTE5ODu7fv4+FCxdyZUpKSujWrRtu374tc57s7GypKyHq6uq4ceOG3OVkZ2cjO/t/HYHT09MBAHl5ecjLy+OWq6SkBJFIBJFIJBGPkpIShEIhGGNFlvP5fPB4PK7d/OUAIBQKi1WurKwMxphEOY/HA5/Pl4pRXnl1WycrKyvs27evROtkbm4usV6VbZ2q4t+pvNcp//zVVVltgylTpmDw4MH4559/0KNHDwwYMABt2rSRWz89PR1v377lEi6xtm3b4uHDhxJldnZ23P+NjIwAAE2bNpUoS05OLovVqJIoWSMVJiUlBUKhkDtQxYyMjOR2fnVxccGGDRvQoUMH2NjYIDQ0FCdPnpQ6aefn5+eHpUuXSpVHRERwtwgMDAxgY2OD2NhYiX4S5ubmMDc3x4sXL5CWlsaV16lTB4aGhnjy5Al3WwAAbG1toaenh4iICImY7OzsoKqqivDwcIkYmjdvjpycHDx69L+R+Pl8Plq0aIG0tDSJ7aCurg57e3ukpKTg5cuXXLmuri4aNmyIt2/f4vXr11x5dVwnJSUlmev08OFDmet07969Sr9OVfHvVJ7rlH/+6qpevXrg8XiFPkSgpPS1i3r+xC43N1eiTq9evfDq1Sv8+eefCAkJQdeuXTFt2jSsW7fum2NUUVHh/s/j8WSW5U/0iSQeo68lpIK8ffsWZmZmuHXrFlq3bs2Vz5s3D9euXcOdO3ek5nn37h0mTpyIs2fPgsfjwcbGBt26dcPevXvlnqRlXVmzsLDA+/fvoaOjA4CubtA6Vf51evr0KeLj46GkpMR9kOXk5HDJUHFjNzAwgIqKClduZmaGRo0aKWSdiiovzd8pPT0denp6SEtL447v0srKykJsbCysra0lrug/e/YMo0ePRvNkV2jn1vqmZRTHJ5X3CDc8W6Lb9r169cLjx4/x/PlzqX5rqampEAgE0NDQwPnz57luJSEhIejRoweuXLnCPTCQ365duzB37lzuCpqZmRnCw8Ph5OTE1TEzM8O0adOwaNEirqxly5Zo2bIltm7dKnPIj6tXr6Jz5874+PEj96q3wMBAeHt7V+hYduVB3j70rejKGqkw+vr64PP5SEpKkihPSkqS+3i6gYEBTp8+jaysLLx//x6mpqZYsGAB6tSpI3c5AoEAAoFAqlxZWRnKypK7vPhDoyDxh0Nxywu2W5JyoVCI8PBwpKSkQF9fH46OjhLLkRdjScsrcp3EeDyezHJap8LXKTExERMnTIRQJP8Kcmnxlfj448wfEsfc9/x3El+lqe62bduGtm3bomXLlli2bBns7OyQl5eHkJAQ7NixA1FRUWjVqhVWrVoFa2trJCcn4+eff5Zow9fXF05OTmjcuDGys7Nx7tw5NGzYEABgaGgIdXV1BAcHw9zcHGpqatDV1cXcuXOxePFi2NjYwMHBAQEBAXjw4AGCgoIUsRmqLErWSIVRVVWFk5MTQkNDMWDAAABfH/sODQ3F9OnTC51XTU0NZmZmyM3NxYkTJzBs2LByj1fe04aFKenThmFhYfD398fbt2+5MlNTU3h7e6NLly4lWjapWvh8fvkka3ISJFK0TOXUSrucOnXq4J9//sGKFSswe/ZsJCQkwMDAAE5OTtwTlnv37sX48ePh5OSEBg0aYM2aNejRowfXhqqqKhYuXIi4uDioq6ujffv2OHz4MICvifLmzZuxbNky+Pr6on379rh69SpmzJiBtLQ0zJ49G8nJyWjUqBHOnDkj8SQo+XZ0G5RUqCNHjsDDwwO7du1Cy5Yt4e/vj6NHj+LZs2cwMjKCu7s7zMzM4OfnBwC4c+cO3rx5AwcHB7x58wZLlixBbGws/vnnH+7yeVHS09Ohq6tb4tsk4lsfJVGS2xZhYWGYP38+2rVrh3HjxsHGxgYxMTHYu3cvbty4gdWrV1PCVo3Jer1RdnY23r59i8jISBw5cgT169dHx44dYWhoiOTkZFy7dg0vXryAm5sbGjduDOBr8p//SnNVe41RaY9vWeTdwvpe3mBAFK+8boNSskYq3NatW7F27VokJibCwcEBmzdvhrOzMwCgU6dOsLKy4h7hvnbtGqZMmYKXL19CS0sLvXv3xqpVq2Bqalrs5ZX2ZC7rylpsbCx8fHywfPlybpDI/Ip7ZU0oFGLgwIGwsbHB+vXrJW4diUQizJ49Gy9fvsTJkyfpSgiRQPuOpIpI1gB6NygpHuqzRqqM6dOny73tKR5JW6xjx454+vRpBUQlTU1NTe5VMmtr628a0ygiIgJv377FihUrpPr4KCkpYezYsRg3bhwiIiK4MY8IAWjfURRjY2NKnojCULJGiAKkpKQAAGxsbGROF5eL633PKqLvX3VSnfYdQshXlKyREsnKyqIP0TKgr68PAIiJiZEYGFIsJiZGot73rKg3DchCbxqQrzrtO4SQryhZI0USiURYsWIFdu7ciaSkJLx48QJ16tSBj48PrKysMH78eEWH+N1xdHSEqakp9u7dK7PfUUBAAMzMzKrE+0+trKxkvhqssP5/+V9zQyRVp32HEPKV9IA4hBTwyy+/IDAwEGvWrOFe3gsATZo0wW+//abAyL5ffD4f3t7euHHjBmbPno1Hjx4hMzMTjx49wuzZs3Hjxg14eXlViQ7i4r5/BX/ECZq4/1/+H7p6K1912ncIIV/RlTVSpP379+PXX39F165dMXnyZK7c3t6+0NebkMJ16dIFq1evhr+/P8aNG8eVm5mZ0bAdpFC07xBSvVCyRor05s0b1K1bV6pcJBJJvVuOlEyXLl3QsWNHREREyH2DwfemuEMcxMbGSvxbFBrKQFJV3HcIIbJRskaK1KhRI1y/fh2WlpYS5cePH6d+MWWAz+dXmSEWSjN4qI+PT7Hq0SCh0qrSvkMIkY+SNVIkX19feHh44M2bNxCJRDh58iSeP3+O/fv349y5c4oOj1QiqampyM7JRsMP7aGZp1dm7WYqpyKq5nWkpqZSskYUoqoMisvj8XDq1CnulX8ltWTJEpw+fRoPHjwAAHh6eiI1NRWnT58usxiJNErWSJH69++Ps2fPYtmyZdDU1ISvry+aNWuGs2fPonv37ooOj1RCmnl60M6tpegwCCkT38Prpjw9PbFv3z4AX9/jWbNmTdjZ2WHEiBHw9PTknhpOSEhAjRo1itWmrMRuzpw5+PHHH4sdh7m5OYYOHYply5YV+8GhuLg4iSfEVVRUULt2bXh6euKnn34Cj8cD8DVxXLp0qdT8DRo04PpTd+rUCdeuXQMACAQC1K5dG2PHjsWCBQuwdOlSmfPnV1le8kTJGilUXl4eVq5ciXHjxiEkJETR4RBCSIUTXzF2M7KDoapWuS8vOScDR5IelfhKcs+ePREQEAChUIikpCQEBwfDy8sLx48fx5kzZ6CsrPzNV+u0tLSgpVX4NhDHkZubi/v378PDwwM8Hg+rV68u0bIuX76Mxo0bIzs7Gzdu3MCECRNgYmIiMVxU48aNcfnyZYn5lJUlU5uJEydi2bJlyM7ORlhYGCZNmgQ9PT3MmTNH4qG5Fi1aYNKkSZg4cWKJ4qwINHQHKZSysjLWrFmDvLw8RYdCCCEKZaiqBTM13XL/KW1CKBAIYGxsDDMzMzRr1gyLFi3CH3/8gQsXLnDvW+bxeNwty5ycHEyfPh0mJiZQU1ODpaUl/Pz8APxvrMOBAweCx+Nxvy9ZsgQODg7FisPCwgIDBgxAt27dJL7sZ2dnY8aMGTA0NISamhratWuHe/fuSbVTq1YtGBsbw9LSEqNGjULbtm3xzz//SNQRJ6D5fwoOCK2hocG1M3bsWNjZ2SEkJARaWloS8/H5fGhra3O/Hzx4EE2bNoWmpiYsLCwwdepUZGRkFPOvUbYoWSNF6tq1K3cZmRBCyPejS5cusLe3x8mTJ6Wmbd68GWfOnMHRo0fx/PlzBAUFcUmZOHkKCAhAQkKCzGSqOJ48eYJbt25JjNE5b948nDhxAvv27cM///yDunXrwsXFBR8+fJDbTnh4OO7fvw9nZ+dSxQF8vaV5/fp1PHv2TCIeeZSUlLB582ZERkZi3759CAsLw7x580q9/G9Bt0FJkXr16oUFCxbg8ePHcHJygqampsT0fv36KSgyQgghRbG1tcWjR4+kyuPj41GvXj20a9cOPB5P4ol/AwMDAKV70OHcuXPQ0tJCXl4esrOzoaSkhK1btwIAMjMzsWPHDgQGBqJXr14AgN27dyMkJAR79uzB3LlzuXbatGkDJSUl5OTkIDc3F5MmTYK7u7vEsh4/fix1W3b06NHYuXMn9/v27dvx22+/ce2oqalhxowZRa6Ht7c3938rKyv88ssvmDx5MrZv316i7VEWKFkjRZo6dSoAYMOGDVLTeDwehEJhRYdECCGkmBhjXKf8/Dw9PdG9e3c0aNAAPXv2RN++fdGjR49vXl7nzp2xY8cOZGZmYuPGjVBWVsbgwYMBfH13bW5uLtq2bcvVV1FRQcuWLREVFSXRzpEjR9CwYUPk5ubiyZMn+PHHH1GjRg2sWrWKq9OgQQOcOXNGYj4dHR2J30eNGoWffvoJHz9+xOLFi9GmTRu0adOmyPW4fPky/Pz88OzZM6SnpyMvLw9ZWVn4/PkzNDQ0SrxdvgUla6RIIpFI0SGQ70ymcmqlbo+Q6iQqKkrq/bsA0KxZM8TGxuLChQu4fPkyhg0bhm7duuH48ePftDxNTU1uIPW9e/fC3t4ee/bsKfF7pC0sLLh2GjZsiJiYGPj4+GDJkiXck6WqqqoyB23PT1dXl6tz9OhR1K1bF61atUK3bt3kzhMXF4e+fftiypQpWLFiBWrWrIkbN25g/PjxyMnJoWSNEPL9i6p5XdEhEEIAhIWF4fHjx5g5c6bM6To6OnBzc4ObmxuGDBmCnj174sOHD6hZsyZUVFS++c6JkpISFi1ahFmzZmHkyJGwsbGBqqoqbt68yd12zc3Nxb179yRuO8rC5/ORl5eHnJycUr8/WEtLC15eXpgzZw4iIiJkXnEEgPv370MkEmH9+vXcsCdHjx4t1TLLAiVrpFiuXbuGdevWcZepGzVqhLlz56J9+/YKjoxURuU1KC4hRL7s7GwkJiZKDN3h5+eHvn37SvX1Ar52bTExMYGjoyOUlJRw7NgxGBsbQ09PD8DXflqhoaFo27YtBAJBscdnK2jo0KGYO3cutm3bhjlz5mDKlCmYO3cuatasidq1a2PNmjX4/Pmz1JW39+/fIzExEXl5eXj8+DE2bdqEzp07S9zmzMvLQ2JiosR8PB4PRkZGcuP54YcfsHz5cpw4cQJDhgyRWadu3brIzc3Fli1b4Orqips3b0r0g6tolKyRIh04cABjx47FoEGDuE6ZN2/eRNeuXREYGIiRI0cqOEJS2dCguKQqSs6pmGEbSruc4OBgmJiYQFlZGTVq1IC9vT02b94MDw8P7upQftra2lizZg3+/fdf8Pl8tGjRAn/++SdXd/369Zg1axZ2794NMzMzxMXFlSouZWVlTJ8+HWvWrMGUKVOwatUqiEQijBkzBp8+fULz5s1x8eJFqWRQfJuSz+fDxMQEvXv3xooVKyTqREZGwsTERKJMIBAgKytLbjw1a9aEu7s7lixZgkGDBsncNvb29tiwYQNWr16NhQsXokOHDvDz85OZ9FYEHqssw/OSSqthw4aYNGmS1GX0DRs2YPfu3VKdQiub9PR06OrqIi0tTarjaUk9e/YMo0ePxoEDB2Bra1tGEVYd4u3TPNm1TJO1TyrvEW54lrY7kVKWx3dWVhZiY2NhbW0tcZvte3iDAakc5O1D34qurJEivXz5Eq6urlLl/fr1w6JFixQQESGEVBxjY2OcOHmiSrwblHyfKFkjRbKwsEBoaKjUEzeXL1+GhYWFgqIihJCKIx7VnhBFoGSNFGn27NmYMWMGHjx4wI1Nc/PmTQQGBmLTpk0Kjo5URvmH2hAiD1nKJeuDo5anBX6+0xMN3UEIqc4oWSNFmjJlCoyNjbF+/Xru0eWGDRviyJEj6N+/v4KjI2JZWVkl7gBsZWVVpv0q9PT0IFAVlMuTmwJVAfeUGiGEVCeUrJFiGThwIAYOHKjoMEgh4uLiMHr06BLNU9Yd9mX17cnOzsbbt29L1I6pqSkEAoFEGfXhIYRUV5SskSLdu3cPIpFI6gW6d+7cAZ/PR/PmzRUUGcnPysoKBw4ckCiLjY2Fj48Pli9fLnMEc/FLm8uSrL499vb2Zb4cQgipLihZI0WaNm0a5s2bJ5WsvXnzBqtXr8adO3cUFBnJT01NTe5VMmtraxryghBCvlPSI8ERUsDTp0/RrFkzqXJHR0c8ffpUARERQggh1QddWSNFEggESEpKQp06dSTKExISoKxMuxAhpPiEQiEiIiKQkpICfX19ODo6gs/nKzosQio1+qQlRerRowcWLlyIP/74A7q6ugCA1NRULFq0CN27d1dwdISQ70VYWBj8/f0lHjgxNTWFt7c3unTposDIipaYmEiD4hKFoWSNFGndunXo0KEDLC0t4ejoCAB48OABjIyM8Pvvvys4uuqpuB8csbGxEv8WpTp+QBTclvT0avkICwvD/Pnz0a5dO6xYsQI2NjaIiYnB3r17MX/+fKxevbrSJmyJiYkYMngQsrJzKmyZagJVHD9xskT7UGJiIvz8/HD+/Hm8fv0aurq6qFu3LkaPHg0PDw9oaGjAysoKr169AgBoaGigQYMGWLhwIYYOHSoxTRYPDw8EBgZ+66qRUqBkjRTJzMwMjx49QlBQEB4+fAh1dXWMHTsWI0aMgIqKSonb27ZtG9auXYvExETY29tjy5YtaNmypdz6/v7+2LFjB+Lj46Gvr48hQ4bAz8+vTMcH+558fU/hQGTn5BZ7Hh8fn2LVE6iq4MTJU9UmySjPD+HSfNhWVUKhEP7+/mjXrh3Wr1/PvTi7adOmWL9+PWbPno1NmzahY8eOlfKWaGpqKrKyc+DVyQjmeiU/55XU69RcbLqahNTU1GLvPy9fvkTbtm2hp6eHlStXomnTphAIBHj8+DF+/fVXmJmZoV+/fgCAZcuWYeLEiUhPT8f69evh5uYGMzMz3Lt3D0KhEABw69YtDB48GM+fP+feuaqurl4+K0yKRMkaKRZNTU1MmjTpm9s5cuQIZs2ahZ07d8LZ2Rn+/v5wcXHB8+fPYWhoKFX/4MGDWLBgAfbu3Ys2bdrgxYsX8PT0BI/Hw4YNG745nu9RampqiRK1ksjOyS3RB8T3TtaHcE6eCMkZeSVqx1BLGarK/3teqzQftlVZREQE3r59ixUrVnCJmpiSkhLGjh2LcePGISIiolIPBWSupwIb/cr5JXHq1KlQVlZGeHg4NDU1ufI6deqgf//+YIxxZdra2twQO9u2bcOBAwdw9uxZ+Pn5cXVq1qwJADA0NKTBqCsBStaIXC9evEBqaqrEVa/Q0FD88ssvyMzMxIABA0r8IvcNGzZg4sSJGDt2LABg586dOH/+PPbu3YsFCxZI1b916xbatm2LkSNHAvg6LtiIESNouBAAXp0MYa6nWmbtvU7NwaaryWXW3vek4IdwQwXGUhWlpKQAAGxsbGROF5eL65GSef/+PS5duoSVK1dKJGr58Xg8meXKyspQUVFBTk7F3eIlJUfJGpFr/vz5aNq0KZesxcbGwtXVFe3bt4ednR38/PygoaEBb2/vYrWXk5OD+/fvY+HChVyZkpISunXrhtu3b8ucp02bNjhw4ADu3r2Lli1b4uXLl/jzzz8xZswYucvJzs5GdnY293t6ejoAIC8vD3l5edxylZSUIBKJIBKJJOJRUlKCUCiU+Caavzx/W3w+Hzwej2tXTHwrR1y/qHJlZWUwxiTKeTwe+Hy+VIziOuZ6quXyLV+83hW5TvLKv+XvlL9c3t8pf53yUtHrVBn/TuKrNC9evECTJk2k1unFixcAAH19fQAl2/cq4m9Y2UVHR4MxhgYNGkiU6+vrIysrC8DX8TJXr14tMT0nJwfr169HWlpape0vSL6iZI3IFR4ejnnz5nG/BwUFoX79+rh48SIAwM7ODlu2bCl2spaSkgKhUAgjIyOJciMjIzx79kzmPCNHjkRKSgratWsHxhjy8vIwefLkQq/o+fn5YenSpVLlERER3LdOAwMD2NjYIDY2Fu/evePqmJubw9zcHC9evEBaWhpXXqdOHRgaGiImJgYAEBUVhYyMDNja2kJPTw8RERESHyR2dnZQVVVFeHi4RAzNmzdHTk4OHj16xJXx+Xy0aNECaWlpEttBXV0d9vb2SElJwcuXL7nyjx8/yl33spCR8fWl6xW5Trq6umjYsCHevn2L169fc+Wl/Ts9efIEX7584crl/Z0KPhRQHip6nSrj30lTUxO1atWCv78/Jk2ahLp163LrlJmZiV9//RW1atXi3rJRknXKv02IpLt370IkEmHUqFESX2Dnz5+Pn3/+GVlZWdDS0sKqVavQp08fBUZKikLJGpErJSUF5ubm3O9XrlyBq6sr93unTp0we/bsco3h6tWrWLlyJbZv3w5nZ2dER0fDy8sLy5cvl9tpfuHChZg1axb3e3p6OiwsLODo6Mh1lBX3m7G2toalpSVXV1xev359qasbwP9u1zRs2BC2trbcN37xU7Ji4vKC/W/4fD7U1dVl9svR1dWVKBffttDX1+euTADA8+fPZa53WdHS0gJQseskLjc1NZXo41Xav1OTJk2krkLJWqd///1XKuayVtHrVBn/Tra2tpgzZw4WLVqEo0ePwtPTE5qammCM4ejRo4iMjMTKlSu5ZZV0naq7unXrgsfjSZ0bxGNjFtxGc+fOhaenJ7S0tGBkZCT3FimpPChZI3LVrFkTCQkJsLCwgEgkQnh4uEQSlJOTU6JbEPr6+uDz+UhKSpIoT0pKktsJ28fHB2PGjMGECRMAfH16LDMzE5MmTcJPP/0k1VkZ+Hq1RNYVE2VlZalBfMW3YwqS90SauLxgW/IGBy5JOY/Hk1leMMbyflpOfOKuyHUqbXlRf6eiYqyID6mKXqfSlFfE36l79+7g8/nw9/fnjmfg69PmBYftKGns1V2tWrXQvXt3bN26FT/++KPcfmti+vr6qFu3bgVFR8oCJWtErk6dOmH58uXYvn07jh07BpFIhE6dOnHTnz59WqIXgauqqsLJyQmhoaEYMGAAgK/9eUJDQzF9+nSZ83z+/Fnq5C/+0KK+KoRULsUZs+6HH37Aq1ev8OnTJ2hra8PS0hLZ2dm4cOECABqzrrS2b9+Otm3bonnz5liyZAns7OygpKSEe/fu4dmzZ3ByclJ0iOQbULJG5FqxYgW6d+8OS0tL8Pl8bN68WeIb2++//17iTqmzZs2Ch4cHmjdvjpYtW8Lf3x+ZmZnc06Hu7u4wMzPjHiF3dXXFhg0b4OjoyN0G9fHxgaura6Ucj4l8n16nlu2TcGXd3vegNOP/FVdlGf/vdWr5DJlTFsuxsbFBREQEVq5ciYULF+L169cQCARo1KgR5syZg6lTp5ZDpKSiULJG5LKyskJUVBQiIyNhYGAAU1NTielLly6V6NNWHG5ubnj37h18fX2RmJgIBwcHBAcHcw8dxMfHS1xJ+/nnn8Hj8fDzzz/jzZs3MDAwgKurK1asWPHtK0jI/6uuQ5aUpao8/p+enh7UBKrYdDWp6MplRE2gWuLxzUxMTLBlyxZs2bJFbp24uLhitdWpUye6e1GJULJGCqWsrAx7e3uZ0+SVF2X69Olyb3tevXpVavmLFy/G4sWLS7Ws4qLXN1VvNGbdt9PT04NAVaXcrqwpcmBWY2NjHD9xkt4NShSGkjVS7X29fTMY2TnZRVf+f8V/fZMAJ06eoJNuJVdeY9ZVJ8bGxjhx8pTcPmuRkZE4cuQI6tevj44dO8LQ0BDJycm4du0aXrx4ATc3NzRu3LjS9lkTj/hPiCJQskaqva+3b7LR8EN7aObplVm7mcqpiKp5nV459B0o675IFdW3qbKRldDY29tDKBRix44dUu8GBYAJEyZg9uzZuH79OmbOnEl9UQmRgZI1Qv6fZp4etHNrKToMUoHKsy9SafocVVVV5d2ghCgKJWuEkGqrJH2RYmNj4ePjg+XLl3Mj7RemMty6qyy+t3eDUsd6Ulrlte9Qskbk+vfff+Hr64tdu3ZxI/+LpaWlYcqUKfjll1+4UbIJ+R6VtC+StbU1bG1tyzGiqkf8zs+YmBg0bdpUarr4NW7ieoqioqIC4Ov4jvRmBFIanz9/BvC/famsULJG5Fq7di0sLCykEjXg6+tpLCwssHbtWuzYsUMB0RFCvheOjo4wNTXF3r17pfqsiUQiBAQEwMzMTOo1UxWNz+dDT08Pyclfn+TV0NCgNySQYmGM4fPnz0hOToaenl6Z972kZI3Ide3aNRw4cEDu9GHDhmHkyJEVGBEh5HvE5/Ph7e2N+fPnY/bs2Rg7dixsbGwQExODgIAA3LhxA6tXr64UDxeIr7KKEzZCSqK8uj9Qskbkio+Ph6Ghodzp+vr6+O+//yowIpIfPcFIviddunTB6tWr4e/vj3HjxnHlst4Nqkg8Hg8mJiYwNDREbi4dE6T4VFRUyu0LByVrRC5dXV3ExMTA0tJS5vTo6GiZt0hJ+aInGMn3qkuXLujYsSMiIiKQkpICfX19ODo6VooragXx+fxKGRepnihZI3J16NABW7ZskfuNd/PmzWjfvn0FR0XoCUbyPePz+TQ8ByElRMkakWvhwoVo3bo1hgwZgnnz5qFBgwYAgGfPnmHNmjW4ePEibt26peAoqyd6gpEQQqoPStaIXI6Ojjh+/DjGjRuHU6dOSUyrVasWjh49imbNmikoOkIIIaR6oGSNFKpv37549eoVgoODER0dDcYY6tevjx49ekBDQ0PR4RFCCCFVHiVrpEjq6uoYOHCgosMgpEJkZWUhLi5Oqjw2Nlbi3/ysrKygpkYvgieElA9K1kih8vLysHHjRhw6dAgvXrwAANSvXx8jR46El5dXmY/STIiixcXFYfTo0XKn+/j4SJUdOHCA+gQSQsoNJWtEri9fvqB79+64ffs2unXrhg4dOgAAoqKiMH/+fJw5cwaXLl2iKwqkSrGysip0MGh58xBCSHmhZI3ItWrVKvz333+IiIiAnZ2dxLSHDx+iX79+WLVqFZYsWaKYAAkpB2pqanSVjBBSqSgVXYVUV4cPH8aGDRukEjUAsLe3x7p163Dw4EEFREYIIYRUH5SsEblevXqFli1byp3eqlUrxMfHV2BEhBBCSPVDt0GJXDo6OkhOToaFhYXM6YmJidDW1q7gqIg8sp5iLOwJRoCeYiSEkO8BJWtErs6dO2PlypU4ceKEzOmrVq1C586dKzgqIk9hTzHKeoIRoKcYCSHke0DJGpFr8eLFcHZ2RqtWrTBr1izY2tqCMYaoqChs3LgRT58+xd9//63oMMn/o6cYCSGkaqJkjcjVqFEjhISEYPz48Rg+fDh4PB4AgDEGW1tbXLp0CY0bN1ZwlESMnmIkhJCqiZI1UqhWrVohMjISDx48kBgU18HBQbGBEUIIIdUEJWukWBwcHGQmaOHh4WjevHnFB0QIIYRUEzR0BylSRkYGvnz5IlH24MEDuLq6wtnZWUFREUIIIdUDJWtErv/++w+tW7eGrq4udHV1MWvWLHz+/Bnu7u5wdnaGpqYmbt26pegwCSGEkCqNboMSuebOnYusrCxs2rQJJ0+exKZNm3D9+nU4OzsjJiYG5ubmig6REEIIqfIoWSNy/fXXXzh58iRatWqFYcOGwdjYGKNGjYK3t7eiQysXmcqplbo9Qggh1RMla0SupKQkWFtbAwAMDQ2hoaGBXr16fXO727Ztw9q1a5GYmAh7e3ts2bJF7mutOnXqhGvXrkmV9+7dG+fPn//mWPKLqnm9TNsjhBBCygL1WSOFUlJSkvi/qqrqN7V35MgRzJo1C4sXL8Y///wDe3t7uLi4IDk5WWb9kydPIiEhgft58uQJ+Hw+hg4d+k1x5KenpwdVlW9bL3lUVVShp6dXLm0TQgipHniMMaboIEjlpKSkBF1dXW4w3NTUVOjo6EgkcADw4cOHYrfp7OyMFi1aYOvWrQAAkUgECwsL/Pjjj1iwYEGR8/v7+8PX1xcJCQnQ1NQs1jLT09Ohq6uLtLQ06OjoyKyTmJiI1NTUItuKjY2Fj48Pli9fzl11LIyenh6MjY2LFSchpOSKc3wT8r2j26BEroCAgDJtLycnB/fv38fChQu5MiUlJXTr1g23b98uVht79uzB8OHDi52oFZexsXGJkipra2t6WwAhhJAKQckakcvDw6NM20tJSYFQKISRkZFEuZGREZ49e1bk/Hfv3sWTJ0+wZ8+eQutlZ2cjOzub+z09PR0AkJeXh7y8PABfk0QlJSWIRCKIRCKurrhcKBQi/0Xn/OX52+Lz+eDxeFy7Ynw+HwC4+kWVKysrgzEmUc7j8cDn86VilFf+LeuUv5zWidbpe1onujlEqgNK1kiJTJ06FcuWLYO+vn6FL3vPnj1o2rSp3IcRxPz8/LB06VKp8oiICO6KnIGBAWxsbBAbG4t3795xdczNzWFubo4XL14gLS2NK69Tpw4MDQ0RExMDAIiKikJGRgZsbW2hp6eHiIgIiQ8SOzs7qKqqIjw8XCKG5s2bIycnB48ePeLK+Hw+WrRogbS0NImkVV1dHfb29khJScHLly+5cl1dXTRs2BBv377F69evufLSrtOTJ08kBj2mdaJ1+p7WqeCA3YRURdRnjZSIjo4OHjx4gDp16pR43pycHGhoaOD48eMYMGAAV+7h4YHU1FT88ccfcufNzMyEqakpli1bBi8vr0KXI+vKmoWFBd6/f8/1aSntlYDIyEh4eHggMDAQtra2dHWD1onWScHrlJ6eDj09PeqzRqo0urJGSuRbcntVVVU4OTkhNDSUS9ZEIhFCQ0Mxffr0Quc9duwYsrOzMXr06CKXIxAIIBAIpMqVlZWhrCy5y4s/NAri8/nIyspCXFycRHl8fDyAr293KNgWAFhZWUFNTU1imbLIKufxeDLL5cVY0nLxB15xy0sSu7xyWidaJ6B810n8ABQhVRkla6RCzZo1Cx4eHmjevDlatmwJf39/ZGZmYuzYsQAAd3d3mJmZwc/PT2K+PXv2YMCAAahVq1aFxRoXFyc3OfTx8ZFZfuDAAXrwgBBCSJmiZI2UyKdPn75pfjc3N7x79w6+vr5ITEyEg4MDgoODuYcO4uPjpb6ZP3/+HDdu3MClS5e+adklZWVlhQMHDpR4HkIIIaQsUZ81Itfbt2+xYcMG+Pr6SvUFSUtLwy+//II5c+ZIPd1Z2dA4TIRUXXR8k+qA3mBA5NqwYQPS09NlngB1dXXx6dMnbNiwQQGREUIIIdUHJWtEruDgYLi7u8ud7u7ujnPnzlVgRIQQQkj1Q8kakSs2Nha1a9eWO93c3FzqaUlCCCGElC1K1ohc6urqhSZjcXFxUFdXr7iACCGEkGqIkjUil7OzM37//Xe50/fv31/k2wQIIYQQ8m1o6A4i15w5c9C9e3fo6upi7ty53FOfSUlJWLNmDQIDAyt8OA1CCCGkuqGhO0ihdu3aBS8vL+Tm5kJHRwc8Hg9paWlQUVHBxo0bMWXKFEWHWCR6tJ+QqouOb1IdULJGivTmzRscPXoU0dHRYIyhfv36GDJkCMzNzRUdWrHQyZyQqouOb1IdULJGqjw6mRNSddHxTaoD6rNG5Nq8ebPMcl1dXdSvXx+tW7eu4IgIIYSQ6oeSNSLXxo0bZZanpqYiLS0Nbdq0wZkzZ1CzZs0KjowQQgipPmjoDiJXbGyszJ+PHz8iOjoaIpEIP//8s6LDJIQQQqo0StZIqdSpUwerVq2ioTsIIYSQckbJGim12rVrIzExUdFhEEIIIVUaJWuk1B4/fgxLS0tFh0EIIYRUafSAAZErPT1dZnlaWhru37+P2bNnw8PDo4KjIoQQQqoXStaIXHp6euDxeDKn8Xg8TJgwAQsWLKjgqAghhJDqhZI1IteVK1dkluvo6KBevXrQ0tKq4IgIIYSQ6oeSNSJXx44di6zz5MkTNGnSpAKiIYQQQqonesCAlNinT5/w66+/omXLlrC3t1d0OIQQQkiVRskaKba//voLHh4eMDExwbp169ClSxf8/fffig6LEEIIqdLoNigpVGJiIgIDA7Fnzx6kp6dj2LBhyM7OxunTp9GoUSNFh0cIIYRUeXRljcjl6uqKBg0a4NGjR/D398fbt2+xZcsWRYdFqgChUIjw8HAEBwcjPDwcQqFQ0SERQkilRVfWiFwXLlzAjBkzMGXKFNSrV0/R4ZAqIiwsjEv+xUxNTeHt7Y0uXbooMDJCCKmc6MoakevGjRv49OkTnJyc4OzsjK1btyIlJUXRYZHvWFhYGObPnw8bGxsEBATgr7/+QkBAAGxsbDB//nyEhYUpOkRCCKl0eIwxpuggSOWWmZmJI0eOYO/evbh79y6EQiE2bNiAcePGQVtbW9HhFSk9PR26urpIS0uDjo6OosOptoRCIQYOHAgbGxusX78eSkr/+64oEokwe/ZsvHz5EidPngSfz1dgpOR7Qsc3qQ7oyhopkqamJsaNG4cbN27g8ePHmD17NlatWgVDQ0P069dP0eGR70RERATevn2LcePGSSRqAKCkpISxY8fizZs3iIiIUFCEhBBSOVGyRkqkQYMGWLNmDV6/fo1Dhw4pOhzyHRHfQrexsZE5XVxOt9oJIUQSJWukVPh8PgYMGIAzZ84oOhTyndDX1wcAxMTEyJwuLhfXI4QQ8hUla4SQCuHo6AhTU1Ps3bsXIpFIYppIJEJAQADMzMzg6OiooAgJIaRyomSNVLht27bBysoKampqcHZ2xt27dwutn5qaimnTpsHExAQCgQD169fHn3/+WUHRkrLC5/Ph7e2NGzduYPbs2Xj06BEyMzPx6NEjzJ49Gzdu3ICXlxc9XEAIIQXQ06CkQh05cgTu7u7YuXMnnJ2d4e/vj2PHjuH58+cwNDSUqp+Tk4O2bdvC0NAQixYtgpmZGV69egU9Pb1iv5eUnharXGSNs2ZmZgYvLy8aZ42UGB3fpDqgZI1UKGdnZ7Ro0QJbt24F8PX2l4WFBX788UcsWLBAqv7OnTuxdu1aPHv2DCoqKqVaJp3MKx+hUIiIiAikpKRAX18fjo6OdEWNlAod36Q6oNugpMLk5OTg/v376NatG1empKSEbt264fbt2zLnOXPmDFq3bo1p06bByMgITZo0wcqVK+n1RN85Pp+P5s2bo2fPnmjevDklaoQQUgh63RSpMCkpKRAKhTAyMpIoNzIywrNnz2TO8/LlS4SFhWHUqFH4888/ER0djalTpyI3NxeLFy+WOU92djays7O539PT0wEAeXl5yMvLA/A1SVRSUoJIJJLo7C4uFwqFyH/RWV45n88Hj8fj2s1fDkAqqZRXrqysDMaYRDmPxwOfz5eKUV45rROtU3VcJ7o5RKoDStZIpSYSiWBoaIhff/0VfD4fTk5OePPmDdauXSs3WfPz88PSpUulyiMiIqCpqQkAMDAwgI2NDWJjY/Hu3Tuujrm5OczNzfHixQukpaVx5XXq1IGhoSGePHmCL1++cOW2trbQ09NDRESExAeJnZ0dVFVVER4eLhFD8+bNkZOTg0ePHnFlfD4fLVq0QFpamkTSqq6uDnt7e6SkpODly5dcua6uLho2bIi3b9/i9evXXDmtE61TdVyn/PMTUlVRnzVSYXJycqChoYHjx49jwIABXLmHhwdSU1Pxxx9/SM3TsWNHqKio4PLly1zZhQsX0Lt3b2RnZ0NVVVVqHllX1iwsLPD+/XuuTwtd3aB1onWqGuuUnp4OPT096rNGqjS6skYqjKqqKpycnBAaGsolayKRCKGhoZg+fbrMedq2bYuDBw9CJBJxryh68eIFTExMZCZqACAQCCAQCKTKlZWVoawsucuLPzQKkteHSl55wXZLU87j8WSWy4uxpOW0TrRO8sq/53Xi8Xgy6xJSldADBqRCzZo1C7t378a+ffsQFRWFKVOmIDMzE2PHjgUAuLu7Y+HChVz9KVOm4MOHD/Dy8sKLFy9w/vx5rFy5EtOmTVPUKhBCCCEViq6skQrl5uaGd+/ewdfXF4mJiXBwcEBwcDD30EF8fLzEN3MLCwtcvHgRM2fOhJ2dHTce1/z58xW1CoQQQkiFoj5rpMqjcZgIqbro+CbVAd0GJYQQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZI4QQQgipxChZIxVu27ZtsLKygpqaGpydnXH37l25dQMDA8Hj8SR+1NTUKjBaQgghRLEoWSMV6siRI5g1axYWL16Mf/75B/b29nBxcUFycrLceXR0dJCQkMD9vHr1qgIjJoQQQhSLkjVSoTZs2ICJEydi7NixaNSoEXbu3AkNDQ3s3btX7jw8Hg/Gxsbcj5GRUQVGTAghhCgWJWukwuTk5OD+/fvo1q0bV6akpIRu3brh9u3bcufLyMiApaUlLCws0L9/f0RGRlZEuIQQQkiloKzoAEj1kZKSAqFQKHVlzMjICM+ePZM5T4MGDbB3717Y2dkhLS0N69atQ5s2bRAZGQlzc3OZ82RnZyM7O5v7PS0tDQDw4cMH5OXlAfiaJCopKUEkEkEkEnF1xeVCoRCMsSLL+Xw+eDwe127+cgAQCoXFKldWVgZjTKKcx+OBz+dLxSivnNaJ1qk6rlN6ejoASLRDSFVDyRqp1Fq3bo3WrVtzv7dp0wYNGzbErl27sHz5cpnz+Pn5YenSpVLl1tbW5RYnIUSxPn36BF1dXUWHQUi5oGSNVBh9fX3w+XwkJSVJlCclJcHY2LhYbaioqMDR0RHR0dFy6yxcuBCzZs3ifheJRPjw4QNq1aoFHo9XuuDLWXp6OiwsLPDff/9BR0dH0eF812hblo3vZTsyxvDp0yeYmpoqOhRCyg0la6TCqKqqwsnJCaGhoRgwYACAr4lUaGgopk+fXqw2hEIhHj9+jN69e8utIxAIIBAIJMr09PRKG3aF0tHRqdQfjN8T2pZl43vYjnRFjVR1lKyRCjVr1ix4eHigefPmaNmyJfz9/ZGZmYmxY8cCANzd3WFmZgY/Pz8AwLJly9CqVSvUrVsXqampWLt2LV69eoUJEyYocjUIIYSQCkPJGqlQbm5uePfuHXx9fZGYmAgHBwcEBwdzDx3Ex8dDSel/Dyl//PgREydORGJiImrUqAEnJyfcunULjRo1UtQqEEIIIRWKx+gRGkIULjs7G35+fli4cKHULVxSMrQtywZtR0IqD0rWCCGEEEIqMRoUlxBCCCGkEqNkjRBCCCGkEqNkjRBCCCGkEqNkjZAy8tdff8HV1RWmpqbg8Xg4ffq0xHTGGHx9fWFiYgJ1dXV069YN//77r0SdDx8+YNSoUdDR0YGenh7Gjx+PjIwMiTqPHj1C+/btoaamBgsLC6xZs6a8V61C+fn5oUWLFtDW1oahoSEGDBiA58+fS9Tp1KkTeDyexM/kyZMl6sTHx6NPnz7Q0NCAoaEh5s6dK/Uao6tXr6JZs2YQCASoW7cuAgMDy3v1KtSSJUuktpOtrS03PSsrC9OmTUOtWrWgpaWFwYMHSw1aTduREMWjZI2QMpKZmQl7e3ts27ZN5vQ1a9Zg8+bN2LlzJ+7cuQNNTU24uLggKyuLqzNq1ChERkYiJCQE586dw19//YVJkyZx09PT09GjRw9YWlri/v37WLt2LZYsWYJff/213Nevoly7dg3Tpk3D33//jZCQEOTm5qJHjx7IzMyUqDdx4kQkJCRwP/mTVqFQiD59+iAnJwe3bt3Cvn37EBgYCF9fX65ObGws+vTpg86dO+PBgwfw9vbGhAkTcPHixQpb14rQuHFjie1048YNbtrMmTNx9uxZHDt2DNeuXcPbt28xaNAgbjptR0IqCUYIKXMA2KlTp7jfRSIRMzY2ZmvXruXKUlNTmUAgYIcOHWKMMfb06VMGgN27d4+rc+HCBcbj8dibN28YY4xt376d1ahRg2VnZ3N15s+fzxo0aFDOa6Q4ycnJDAC7du0aV9axY0fm5eUld54///yTKSkpscTERK5sx44dTEdHh9t28+bNY40bN5aYz83Njbm4uJTtCijQ4sWLmb29vcxpqampTEVFhR07dowri4qKYgDY7du3GWO0HQmpLOjKGiEVIDY2FomJiejWrRtXpqurC2dnZ9y+fRsAcPv2bejp6aF58+ZcnW7dukFJSQl37tzh6nTo0AGqqqpcHRcXFzx//hwfP36soLWpWGlpaQCAmjVrSpQHBQVBX18fTZo0wcKFC/H582du2u3bt9G0aVNusGXg63ZKT09HZGQkVyf/30NcR/z3qCr+/fdfmJqaok6dOhg1ahTi4+MBAPfv30dubq7ENrC1tUXt2rUl9knajoQoHr3BgJAKkJiYCAASH3ri38XTEhMTYWhoKDFdWVkZNWvWlKhjbW0t1YZ4Wo0aNcolfkURiUTw9vZG27Zt0aRJE6585MiRsLS0hKmpKR49eoT58+fj+fPnOHnyJICv20LWthZPK6xOeno6vnz5AnV19fJctQrh7OyMwMBANGjQAAkJCVi6dCnat2+PJ0+eIDExEaqqqlLvzS24T9J2JETxKFkjhFRa06ZNw5MnTyT6WQGQ6MfXtGlTmJiYoGvXroiJiYGNjU1Fh1lp9erVi/u/nZ0dnJ2dYWlpiaNHj1ISRch3hG6DElIBjI2NAUDqSbukpCRumrGxMZKTkyWm5+Xl4cOHDxJ1ZLWRfxlVxfTp03Hu3DlcuXIF5ubmhdZ1dnYGAERHRwMo3naSV0dHR6fKJjJ6enqoX78+oqOjYWxsjJycHKSmpkrUKbhP0nYkRPEoWSOkAlhbW8PY2BihoaFcWXp6Ou7cuYPWrVsDAFq3bo3U1FTcv3+fqxMWFgaRSMQlI61bt8Zff/2F3Nxcrk5ISAgaNGhQZW6BMsYwffp0nDp1CmFhYVK3fWV58OABAMDExATA1+30+PFjieQ3JCQEOjo6aNSoEVcn/99DXEf896iKMjIyEBMTAxMTEzg5OUFFRUViGzx//hzx8fES+yRtR0IqAUU/4UBIVfHp0ycWERHBIiIiGAC2YcMGFhERwV69esUYY2zVqlVMT0+P/fHHH+zRo0esf//+zNramn358oVro2fPnszR0ZHduXOH3bhxg9WrV4+NGDGCm56amsqMjIzYmDFj2JMnT9jhw4eZhoYG27VrV4Wvb3mZMmUK09XVZVevXmUJCQncz+fPnxljjEVHR7Nly5ax8PBwFhsby/744w9Wp04d1qFDB66NvLw81qRJE9ajRw/24MEDFhwczAwMDNjChQu5Oi9fvmQaGhps7ty5LCoqim3bto3x+XwWHBxc4etcXmbPns2uXr3KYmNj2c2bN1m3bt2Yvr4+S05OZowxNnnyZFa7dm0WFhbGwsPDWevWrVnr1q25+Wk7ElI5ULJGSBm5cuUKAyD14+HhwRj7OnyHj48PMzIyYgKBgHXt2pU9f/5coo3379+zESNGMC0tLaajo8PGjh3LPn36JFHn4cOHrF27dkwgEDAzMzO2atWqilrFCiFrGwJgAQEBjDHG4uPjWYcOHVjNmjWZQCBgdevWZXPnzmVpaWkS7cTFxbFevXoxdXV1pq+vz2bPns1yc3Ml6ly5coU5ODgwVVVVVqdOHW4ZVYWbmxszMTFhqqqqzMzMjLm5ubHo6Ghu+pcvX9jUqVNZjRo1mIaGBhs4cCBLSEiQaIO2IyGKx2OMMcVc0yOEEEIIIUWhPmuEEEIIIZUYJWuEEEIIIZUYJWuEEEIIIZUYJWuEEEIIIZUYJWuEEEIIIZUYJWuEEEIIIZUYJWuEEEIIIZUYJWuEEEIIIZUYJWuEEFIKPB4Pp0+fVnQYhJBqgJI1QkixeHp6gsfjgcfjQUVFBUZGRujevTv27t0LkUhUorYCAwOhp6dXPoEWwtPTEwMGDCiy3rt37zBlyhTUrl0bAoEAxsbGcHFxwc2bN7k6CQkJ6NWrVzlGSwghXykrOgBCyPejZ8+eCAgIgFAoRFJSEoKDg+Hl5YXjx4/jzJkzUFauGqeUwYMHIycnB/v27UOdOnWQlJSE0NBQvH//nqtjbGyswAgJIdWKol9OSgj5Pnh4eLD+/ftLlYeGhjIAbPfu3VzZ+vXrWZMmTZiGhgYzNzdnU6ZM4V5IL+uF94sXL2aMMbZ//37m5OTEtLS0mJGRERsxYgRLSkri2v3w4QMbOXIk09fXZ2pqaqxu3bps79693PT4+Hg2dOhQpqury2rUqMH69evHYmNjGWOMLV68WGq5V65ckVqfjx8/MgDs6tWrhW4PAOzUqVNy20a+l88LhUK2cuVKZmVlxdTU1JidnR07duxYEVucEEK+otughJBv0qVLF9jb2+PkyZNcmZKSEjZv3ozIyEjs27cPYWFhmDdvHgCgTZs28Pf3h46ODhISEpCQkIA5c+YAAHJzc7F8+XI8fPgQp0+fRlxcHDw9Pbl2fXx88PTpU1y4cAFRUVHYsWMH9PX1uXldXFygra2N69ev4+bNm9DS0kLPnj2Rk5ODOXPmYNiwYejZsye33DZt2kitj5aWFrS0tHD69GlkZ2cXaxvMmTOHazMhIQHr1q2DhoYGmjdvDgDw8/PD/v37sXPnTkRGRmLmzJkYPXo0rl27VqptTgipZhSdLRJCvg/yrqwxxpibmxtr2LCh3HmPHTvGatWqxf0eEBDAdHV1i1zmvXv3GADuqpyrqysbO3aszLq///47a9CgAROJRFxZdnY2U1dXZxcvXixyHfI7fvw4q1GjBlNTU2Nt2rRhCxcuZA8fPpSog3xX1vK7ffs2U1NTY0eOHGGMMZaVlcU0NDTYrVu3JOqNHz+ejRgxoshYCCGErqwRQr4ZYww8Ho/7/fLly+jatSvMzMygra2NMWPG4P379/j8+XOh7dy/fx+urq6oXbs2tLW10bFjRwBAfHw8AGDKlCk4fPgwHBwcMG/ePNy6dYub9+HDh4iOjoa2tjZ3daxmzZrIyspCTExMidZn8ODBePv2Lc6cOYOePXvi6tWraNasGQIDAwudLz4+HgMGDOCu4gFAdHQ0Pn/+jO7du3NxaWlpYf/+/SWOixBSPVWN3sCEEIWKioqCtbU1ACAuLg59+/bFlClTsGLFCtSsWRM3btzA+PHjkZOTAw0NDZltZGZmwsXFBS4uLggKCoKBgQHi4+Ph4uKCnJwcAECvXr3w6tUr/PnnnwgJCUHXrl0xbdo0rFu3DhkZGXByckJQUJBU2wYGBiVeJzU1NXTv3h3du3eHj48PJkyYgMWLF0vcli0Yf79+/dC6dWssW7aMK8/IyAAAnD9/HmZmZhLzCASCEsdFCKl+KFkjhHyTsLAwPH78GDNnzgTw9eqYSCTC+vXroaT09eL90aNHJeZRVVWFUCiUKHv27Bnev3+PVatWwcLCAgAQHh4utTwDAwN4eHjAw8MD7du3x9y5c7Fu3To0a9YMR44cgaGhIXR0dGTGKmu5xdWoUSO546oxxjB69GiIRCL8/vvvElcZGzVqBIFAgPj4eO5KISGElAQla4SQYsvOzkZiYqLE0B1+fn7o27cv3N3dAQB169ZFbm4utmzZAldXV9y8eRM7d+6UaMfKygoZGRkIDQ2Fvb09NDQ0ULt2baiqqmLLli2YPHkynjx5guXLl0vM5+vrCycnJzRu3BjZ2dk4d+4cGjZsCAAYNWoU1q5di/79+2PZsmUwNzfHq1evcPLkScybNw/m5uawsrLCxYsX8fz5c9SqVQu6urpQUVGRWMb79+8xdOhQjBs3DnZ2dtDW1kZ4eDjWrFmD/v37y9wuS5YsweXLl3Hp0iVkZGRwV9N0dXWhra2NOXPmYObMmRCJRGjXrh3S0tJw8+ZN6OjowMPDo0z+NoSQKkzRneYIId8HDw8PbkgKZWVlZmBgwLp168b27t3LhEKhRN0NGzYwExMTpq6uzlxcXNj+/fsZAPbx40euzuTJk1mtWrUkhu44ePAgs7KyYgKBgLVu3ZqdOXOGAWARERGMMcaWL1/OGjZsyNTV1VnNmjVZ//792cuXL7k2ExISmLu7O9PX12cCgYDVqVOHTZw4kaWlpTHGGEtOTmbdu3dnWlpacofuyMrKYgsWLGDNmjVjurq6TENDgzVo0ID9/PPP7PPnz1w95HvAoGPHjoUO3SESiZi/vz9r0KABU1FRYQYGBszFxYVdu3bt2/4ohJBqgccYY4pJEwkhhBBCSFHoaVBCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkEqMkjVCCCGEkErs/wDnBgyvtqQ86gAAAABJRU5ErkJggg==\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x300 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x300 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x300 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}