DtD_Karlo_Demo.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyOTYgAVGjUsR1/5jyVVBBiV",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU",
    "gpuClass": "premium",
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "6bb4244d30d04d419bfc7bf16f6630c8": {
          "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_a315391f22b94353a46b5346f12472a4",
              "IPY_MODEL_74d5843e96584480970cec0950ae4dae",
              "IPY_MODEL_d18ddd4f0318458fb384dff14dd7bd4f"
            ],
            "layout": "IPY_MODEL_fad8e31656d44c5aba94fecaede70d41"
          }
        },
        "a315391f22b94353a46b5346f12472a4": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_83c5336f832e4391880a50212b39fc4a",
            "placeholder": "​",
            "style": "IPY_MODEL_46795f7f342d4e2aba8712014128855c",
            "value": "100%"
          }
        },
        "74d5843e96584480970cec0950ae4dae": {
          "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_361f17e82b1d449594dd191d9598a088",
            "max": 25,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_09842e56f9c74d1496cd38d6864755b0",
            "value": 25
          }
        },
        "d18ddd4f0318458fb384dff14dd7bd4f": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_18227aaf3ad04a26a4b8112c34154ce5",
            "placeholder": "​",
            "style": "IPY_MODEL_a2b414c76ee340419f4a2f5a153aa4a0",
            "value": " 25/25 [00:00&lt;00:00, 52.48it/s]"
          }
        },
        "fad8e31656d44c5aba94fecaede70d41": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "83c5336f832e4391880a50212b39fc4a": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "46795f7f342d4e2aba8712014128855c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "361f17e82b1d449594dd191d9598a088": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "09842e56f9c74d1496cd38d6864755b0": {
          "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": ""
          }
        },
        "18227aaf3ad04a26a4b8112c34154ce5": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a2b414c76ee340419f4a2f5a153aa4a0": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "b4fd41f6e4c4459cab5faa3c79adaec0": {
          "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_c490f278bf1b46f28a85a0fd2643ae7e",
              "IPY_MODEL_63c939e2c86e4b47b8feb850b253065a",
              "IPY_MODEL_2035d493c91c48c8956fe360237dd33c"
            ],
            "layout": "IPY_MODEL_1f38b84fb1fb45e4b541aed8c1516f0b"
          }
        },
        "c490f278bf1b46f28a85a0fd2643ae7e": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c482a8ddd45f4165a09204e638c72048",
            "placeholder": "​",
            "style": "IPY_MODEL_890a824ea42a4ad9a96434270441c107",
            "value": "100%"
          }
        },
        "63c939e2c86e4b47b8feb850b253065a": {
          "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_17168d93866c4e298a3ec5d637ed97fb",
            "max": 25,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_787d68ca49764c38b2bb1cc337a34de2",
            "value": 25
          }
        },
        "2035d493c91c48c8956fe360237dd33c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ae8c8d3c5aa64e5fa0676bbe7a9ef98b",
            "placeholder": "​",
            "style": "IPY_MODEL_17505640bfdb4aefb4e69b6571e1ca14",
            "value": " 25/25 [00:01&lt;00:00, 16.04it/s]"
          }
        },
        "1f38b84fb1fb45e4b541aed8c1516f0b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c482a8ddd45f4165a09204e638c72048": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "890a824ea42a4ad9a96434270441c107": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "17168d93866c4e298a3ec5d637ed97fb": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "787d68ca49764c38b2bb1cc337a34de2": {
          "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": ""
          }
        },
        "ae8c8d3c5aa64e5fa0676bbe7a9ef98b": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "17505640bfdb4aefb4e69b6571e1ca14": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3b815356d22f48d68b3ce3d4ffb20bb6": {
          "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_dd271ad9992341a192df1151b4c5f0b0",
              "IPY_MODEL_06f2b408792c48daacdd2a64f0be8d7f",
              "IPY_MODEL_9b0523e3033948b6b11377404c58c260"
            ],
            "layout": "IPY_MODEL_b43f7ec80fea44c2bcae48a7073d6bba"
          }
        },
        "dd271ad9992341a192df1151b4c5f0b0": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_3f1e2535f9bb4788a65c4a5f7f8819e4",
            "placeholder": "​",
            "style": "IPY_MODEL_578fb8aefa11428ebfc57c47935f8a5c",
            "value": "100%"
          }
        },
        "06f2b408792c48daacdd2a64f0be8d7f": {
          "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_6f596931f3444b32a908c127902bab48",
            "max": 7,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_7e6878c9b250422ca67ff5d746e511c8",
            "value": 7
          }
        },
        "9b0523e3033948b6b11377404c58c260": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "HTMLModel",
          "model_module_version": "1.5.0",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f45a68529d7b4ae0b70da4efed9bc4f5",
            "placeholder": "​",
            "style": "IPY_MODEL_fad053d9e92244fda55c3a72af17198b",
            "value": " 7/7 [00:00&lt;00:00,  9.68it/s]"
          }
        },
        "b43f7ec80fea44c2bcae48a7073d6bba": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3f1e2535f9bb4788a65c4a5f7f8819e4": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "578fb8aefa11428ebfc57c47935f8a5c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "6f596931f3444b32a908c127902bab48": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7e6878c9b250422ca67ff5d746e511c8": {
          "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": ""
          }
        },
        "f45a68529d7b4ae0b70da4efed9bc4f5": {
          "model_module": "@jupyter-widgets/base",
          "model_name": "LayoutModel",
          "model_module_version": "1.2.0",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "fad053d9e92244fda55c3a72af17198b": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_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": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/dmarx/notebooks/blob/main/DtD_Karlo_Demo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%%capture\n",
        "# @title Setup\n",
        "\n",
        "########################\n",
        "# install dependencies #\n",
        "########################\n",
        "\n",
        "!pip install diffusers[\"torch\"] transformers ftfy accelerate\n",
        "\n",
        "##############\n",
        "# load model #\n",
        "##############\n",
        "\n",
        "# using the official huggingface space as a base to build on:\n",
        "# - https://huggingface.co/spaces/kakaobrain/karlo/blob/main/app.py\n",
        "\n",
        "# parameters exposed in the pipeline __call__ method\n",
        "# - https://github.com/huggingface/diffusers/blob/main/src/diffusers/pipelines/unclip/pipeline_unclip.py#L245-L262\n",
        "\n",
        "import torch\n",
        "from diffusers import UnCLIPPipeline\n",
        "\n",
        "pipe = UnCLIPPipeline.from_pretrained(\"kakaobrain/karlo-v1-alpha\", torch_dtype=torch.float16)\n",
        "pipe = pipe.to(\"cuda\")\n",
        "\n",
        "##########################\n",
        "# setup helper functions #\n",
        "##########################\n"
      ],
      "metadata": {
        "cellView": "form",
        "id": "S3GaJoRVgAsS"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# @title Generate images\n",
        "\n",
        "############\n",
        "# settings #\n",
        "############\n",
        "\n",
        "# help(pipe.__call__)\n",
        "\n",
        "# @markdown **prompt (`str` or `List[str]`):**\n",
        "# @markdown    The prompt to guide the image generation.\n",
        "prompt = 'a photo of a delicious cheeseburger' # @param {kind:'string'}\n",
        "\n",
        "# @markdown **num_images_per_prompt (`int`, *optional*, defaults to 1):**\n",
        "# @markdown    The number of images to generate per prompt.\n",
        "num_images_per_prompt = 1 # @param {kind:'int'}\n",
        "\n",
        "# @markdown **prior_num_inference_steps (`int`, *optional*, defaults to 25):**\n",
        "# @markdown    The number of denoising steps for the prior. More denoising steps usually lead to a higher quality\n",
        "# @markdown    image at the expense of slower inference.\n",
        "prior_num_inference_steps = 25 # @param {kind:'int'}\n",
        "\n",
        "# @markdown **decoder_num_inference_steps (`int`, *optional*, defaults to 25):**\n",
        "# @markdown    The number of denoising steps for the decoder. More denoising steps usually lead to a higher quality\n",
        "# @markdown    image at the expense of slower inference.\n",
        "decoder_num_inference_steps = 25 # @param {kind:'int'}\n",
        "\n",
        "# @markdown **super_res_num_inference_steps (`int`, *optional*, defaults to 7):**\n",
        "# @markdown    The number of denoising steps for super resolution. More denoising steps usually lead to a higher\n",
        "# @markdown    quality image at the expense of slower inference.\n",
        "super_res_num_inference_steps = 7 # @param {kind:'int'}\n",
        "\n",
        "# @markdown **prior_guidance_scale (`float`, *optional*, defaults to 4.0):**\n",
        "# @markdown    Guidance scale as defined in [Classifier-Free Diffusion Guidance](https://arxiv.org/abs/2207.12598).\n",
        "# @markdown    `guidance_scale` is defined as `w` of equation 2. of [Imagen\n",
        "# @markdown    Paper](https://arxiv.org/pdf/2205.11487.pdf). Guidance scale is enabled by setting `guidance_scale >\n",
        "# @markdown    1`. Higher guidance scale encourages to generate images that are closely linked to the text `prompt`,\n",
        "# @markdown    usually at the expense of lower image quality.\n",
        "prior_guidance_scale = 4.0 # @param {kind:'number'}\n",
        "\n",
        "# @markdown **decoder_guidance_scale (`float`, *optional*, defaults to 4.0):**\n",
        "# @markdown    Guidance scale as defined in [Classifier-Free Diffusion Guidance](https://arxiv.org/abs/2207.12598).\n",
        "# @markdown    `guidance_scale` is defined as `w` of equation 2. of [Imagen\n",
        "# @markdown    Paper](https://arxiv.org/pdf/2205.11487.pdf). Guidance scale is enabled by setting `guidance_scale >\n",
        "# @markdown    1`. Higher guidance scale encourages to generate images that are closely linked to the text `prompt`,\n",
        "# @markdown    usually at the expense of lower image quality.\n",
        "decoder_guidance_scale = 4.0 # @param {kind:'number'}\n",
        "\n",
        "# @markdown **seed:** Set to a non-negative value for deterministic generation.\n",
        "seed = -1 # @param {kind:'number'}\n",
        "\n",
        "# generator (`torch.Generator`, *optional*):\n",
        "#     One or a list of [torch generator(s)](https://pytorch.org/docs/stable/generated/torch.Generator.html)\n",
        "#     to make generation deterministic.\n",
        "\n",
        "user_settings = dict(\n",
        "    prompt=prompt,\n",
        "    num_images_per_prompt=num_images_per_prompt,\n",
        "    prior_num_inference_steps=prior_num_inference_steps,\n",
        "    decoder_num_inference_steps=decoder_num_inference_steps,\n",
        "    super_res_num_inference_steps=super_res_num_inference_steps,\n",
        "    prior_guidance_scale=prior_guidance_scale,\n",
        "    decoder_guidance_scale=decoder_guidance_scale,\n",
        ")\n",
        "\n",
        "############\n",
        "# Generate #\n",
        "############\n",
        "\n",
        "import random\n",
        "\n",
        "if seed < 0:\n",
        "  seed = random.randrange(0, 4294967295)\n",
        "\n",
        "print(f\"Using seed: {seed}\")\n",
        "torch.manual_seed(seed)\n",
        "\n",
        "images = pipe(**user_settings).images\n",
        "\n",
        "for im in images:\n",
        "  display(im)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 369,
          "referenced_widgets": [
            "6bb4244d30d04d419bfc7bf16f6630c8",
            "a315391f22b94353a46b5346f12472a4",
            "74d5843e96584480970cec0950ae4dae",
            "d18ddd4f0318458fb384dff14dd7bd4f",
            "fad8e31656d44c5aba94fecaede70d41",
            "83c5336f832e4391880a50212b39fc4a",
            "46795f7f342d4e2aba8712014128855c",
            "361f17e82b1d449594dd191d9598a088",
            "09842e56f9c74d1496cd38d6864755b0",
            "18227aaf3ad04a26a4b8112c34154ce5",
            "a2b414c76ee340419f4a2f5a153aa4a0",
            "b4fd41f6e4c4459cab5faa3c79adaec0",
            "c490f278bf1b46f28a85a0fd2643ae7e",
            "63c939e2c86e4b47b8feb850b253065a",
            "2035d493c91c48c8956fe360237dd33c",
            "1f38b84fb1fb45e4b541aed8c1516f0b",
            "c482a8ddd45f4165a09204e638c72048",
            "890a824ea42a4ad9a96434270441c107",
            "17168d93866c4e298a3ec5d637ed97fb",
            "787d68ca49764c38b2bb1cc337a34de2",
            "ae8c8d3c5aa64e5fa0676bbe7a9ef98b",
            "17505640bfdb4aefb4e69b6571e1ca14",
            "3b815356d22f48d68b3ce3d4ffb20bb6",
            "dd271ad9992341a192df1151b4c5f0b0",
            "06f2b408792c48daacdd2a64f0be8d7f",
            "9b0523e3033948b6b11377404c58c260",
            "b43f7ec80fea44c2bcae48a7073d6bba",
            "3f1e2535f9bb4788a65c4a5f7f8819e4",
            "578fb8aefa11428ebfc57c47935f8a5c",
            "6f596931f3444b32a908c127902bab48",
            "7e6878c9b250422ca67ff5d746e511c8",
            "f45a68529d7b4ae0b70da4efed9bc4f5",
            "fad053d9e92244fda55c3a72af17198b"
          ]
        },
        "id": "5zH9glQ1ie_N",
        "outputId": "0247a854-7ae2-4134-814f-742367054a48",
        "cellView": "form"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/25 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6bb4244d30d04d419bfc7bf16f6630c8"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/25 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "b4fd41f6e4c4459cab5faa3c79adaec0"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "  0%|          | 0/7 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "3b815356d22f48d68b3ce3d4ffb20bb6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=256x256 at 0x7FD1DDD32BB0>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}