yujunjun/haystack
1
0
Fork 0
mirror of https://github.com/deepset-ai/haystack.git synced 2025-07-23 17:00:41 +00:00
Code Issues Packages Projects Releases Wiki Activity
haystack/tutorials/Tutorial5_Evaluation.ipynb
Sara Zan 13510aa753
Refactoring of the haystack package (#1624) 
* Files moved, imports all broken

* Fix most imports and docstrings into

* Fix the paths to the modules in the API docs

* Add latest docstring and tutorial changes

* Add a few pipelines that were lost in the inports

* Fix a bunch of mypy warnings

* Add latest docstring and tutorial changes

* Create a file_classifier module

* Add docs for file_classifier

* Fixed most circular imports, now the REST API can start

* Add latest docstring and tutorial changes

* Tackling more mypy issues

* Reintroduce  from FARM and fix last mypy issues hopefully

* Re-enable old-style imports

* Fix some more import from the top-level  package in an attempt to sort out circular imports

* Fix some imports in tests to new-style to prevent failed class equalities from breaking tests

* Change document_store into document_stores

* Update imports in tutorials

* Add latest docstring and tutorial changes

* Probably fixes summarizer tests

* Improve the old-style import allowing module imports (should work)

* Try to fix the docs

* Remove dedicated KnowledgeGraph page from autodocs

* Remove dedicated GraphRetriever page from autodocs

* Fix generate_docstrings.sh with an updated list of yaml files to look for

* Fix some more modules in the docs

* Fix the document stores docs too

* Fix a small issue on Tutorial14

* Add latest docstring and tutorial changes

* Add deprecation warning to old-style imports

* Remove stray folder and import Dict into dense.py

* Change import path for MLFlowLogger

* Add old loggers path to the import path aliases

* Fix debug output of convert_ipynb.py

* Fix circular import on BaseRetriever

* Missed one merge block

* re-run tutorial 5

* Fix imports in tutorial 5

* Re-enable squad_to_dpr CLI from the root package and move get_batches_from_generator into document_stores.base

* Add latest docstring and tutorial changes

* Fix typo in utils __init__

* Fix a few more imports

* Fix benchmarks too

* New-style imports in test_knowledge_graph

* Rollback setup.py

* Rollback squad_to_dpr too

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2021-10-25 15:50:23 +02:00

17161 lines
671 KiB
Plaintext
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

{
"nbformat": 4,
"nbformat_minor": 2,
"metadata": {
"accelerator": "GPU",
"colab": {
"name": "Tutorial5_Evaluation.ipynb",
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"118aedffeecd4f109ae04a4561baeb08": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_59efb57b419242a1aba4d20084e29d38",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_ddaf59cedca143c8b4fe005a51077323",
"IPY_MODEL_25d7818d6f7b4b628ab3f83f2c2fa6a3",
"IPY_MODEL_48431fa7696540fc9696799f75166680"
]
}
},
"59efb57b419242a1aba4d20084e29d38": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ddaf59cedca143c8b4fe005a51077323": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_a21f4958105f4b3ca32f0977bcfd7d48",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3d211e6614f4451e9d14866cb3a8332d"
}
},
"25d7818d6f7b4b628ab3f83f2c2fa6a3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_3df3da3d04d5448c810bd00f66bd3a0e",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 571,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 571,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_8dfc1480100f43e0b4ea2fc2fb9279d3"
}
},
"48431fa7696540fc9696799f75166680": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_0618a236cc14473f92257aebbc3d930d",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 571/571 [00:00&lt;00:00, 12.0kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_8e0958b5dc27412e9f0332da3457ffdb"
}
},
"a21f4958105f4b3ca32f0977bcfd7d48": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"3d211e6614f4451e9d14866cb3a8332d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3df3da3d04d5448c810bd00f66bd3a0e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"8dfc1480100f43e0b4ea2fc2fb9279d3": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"0618a236cc14473f92257aebbc3d930d": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"8e0958b5dc27412e9f0332da3457ffdb": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"6f7ddc1720344ba9b939a8e4ac593d67": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_b480c97c1d9944b9a8dd09ed6e1e9bd3",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_ed683929822b4084ba33e89b23936b16",
"IPY_MODEL_94c88d0fc3f949fbacfb6b4fcd99cc63",
"IPY_MODEL_b262e92ff6484405a0e9364f6ecafb6a"
]
}
},
"b480c97c1d9944b9a8dd09ed6e1e9bd3": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ed683929822b4084ba33e89b23936b16": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_bacf1704dbaf4176afbe2cbcc8e036ef",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_fe56b1d86ab84675b82781a1f8edd40a"
}
},
"94c88d0fc3f949fbacfb6b4fcd99cc63": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_d7e3c8e1e0424cec9dc1b97090b5af87",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 496313727,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 496313727,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_98da94a8d7b94fb4a08adcebea15e114"
}
},
"b262e92ff6484405a0e9364f6ecafb6a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_13b75146701145808315dc87d598b3f9",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 496M/496M [00:15&lt;00:00, 30.4MB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_2bd3bd51ae644c1894a2ddca09d14e85"
}
},
"bacf1704dbaf4176afbe2cbcc8e036ef": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"fe56b1d86ab84675b82781a1f8edd40a": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"d7e3c8e1e0424cec9dc1b97090b5af87": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"98da94a8d7b94fb4a08adcebea15e114": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"13b75146701145808315dc87d598b3f9": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"2bd3bd51ae644c1894a2ddca09d14e85": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"59039df74ce64c2f9e91663b6498c29c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_9e130b97f0f4463f85df834d0f99d6ef",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_2c028a3f096344d68071d78387efa117",
"IPY_MODEL_4d922fb301f944fbb0218335a28cf6e5",
"IPY_MODEL_05d82995d5a94b5db39bf639d1cc05c2"
]
}
},
"9e130b97f0f4463f85df834d0f99d6ef": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2c028a3f096344d68071d78387efa117": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_76f4af76b42f460fa34d5f00a9656dc5",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_73d7fdd3f38349b4882124d8351eace5"
}
},
"4d922fb301f944fbb0218335a28cf6e5": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_ea439e2251ed467fb3a775f0c8e0c3bb",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 898822,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 898822,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_b6729cc6ba084677af55ac63c819b72f"
}
},
"05d82995d5a94b5db39bf639d1cc05c2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_fc011913e8464d439a97fe75ef5f9fa1",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 899k/899k [00:00&lt;00:00, 1.33MB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_8a9f9b7bab8e40278430a35720066a61"
}
},
"76f4af76b42f460fa34d5f00a9656dc5": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"73d7fdd3f38349b4882124d8351eace5": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ea439e2251ed467fb3a775f0c8e0c3bb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"b6729cc6ba084677af55ac63c819b72f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"fc011913e8464d439a97fe75ef5f9fa1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"8a9f9b7bab8e40278430a35720066a61": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"5db857b352964db3a617568ff1dce86d": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_7752437041f745a4af4b9130df3fefa7",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_5f94d400ea884c1cadfc966e44849b3a",
"IPY_MODEL_0d34710578ac4c1db6fe372b5d1215b4",
"IPY_MODEL_994ae85181664e2e87a2ee18a7a237ba"
]
}
},
"7752437041f745a4af4b9130df3fefa7": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"5f94d400ea884c1cadfc966e44849b3a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_368a61e33c3144bfa3cc94af10691146",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_ccfd1a0b6f494d8a9d78e7387261fba8"
}
},
"0d34710578ac4c1db6fe372b5d1215b4": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_db57281b3d7a448fbd2d63d8f127ea3e",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 456318,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 456318,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_978b165c69dd4e14b8479ea7bd8cb1e5"
}
},
"994ae85181664e2e87a2ee18a7a237ba": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_6f028c7e888e4ae5ab5c1e42ff142b5f",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 456k/456k [00:00&lt;00:00, 714kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_c8ba8c2a210b45f6a9b5257589babac3"
}
},
"368a61e33c3144bfa3cc94af10691146": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"ccfd1a0b6f494d8a9d78e7387261fba8": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"db57281b3d7a448fbd2d63d8f127ea3e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"978b165c69dd4e14b8479ea7bd8cb1e5": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"6f028c7e888e4ae5ab5c1e42ff142b5f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"c8ba8c2a210b45f6a9b5257589babac3": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"36f855f41cc1488f9d92ec34bb8d30b0": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_1d5d220bedc54dbdbacb9c43767bf64d",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_0523b10429d04f3d81d7078a13a12168",
"IPY_MODEL_64cd5b6f0c4d4631a1049ee7ee50f063",
"IPY_MODEL_eb11ea5785284bf6a15cc31ad643ed88"
]
}
},
"1d5d220bedc54dbdbacb9c43767bf64d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"0523b10429d04f3d81d7078a13a12168": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_807e4eee3b2c440c8799afcc6344ff5d",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_6ca6dc2c6b4349fcb39ed8c44f65bdb0"
}
},
"64cd5b6f0c4d4631a1049ee7ee50f063": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_4837b34ccb4d4688865dc24dc58a7c1e",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 772,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 772,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_d4dbfa5e89e7432dbed34606a786fd6f"
}
},
"eb11ea5785284bf6a15cc31ad643ed88": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_7e058076836e438daf5399428eabac5e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 772/772 [00:00&lt;00:00, 15.6kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_a529dbbfdd6b469dbfe80cee993c9a33"
}
},
"807e4eee3b2c440c8799afcc6344ff5d": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"6ca6dc2c6b4349fcb39ed8c44f65bdb0": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"4837b34ccb4d4688865dc24dc58a7c1e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"d4dbfa5e89e7432dbed34606a786fd6f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7e058076836e438daf5399428eabac5e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"a529dbbfdd6b469dbfe80cee993c9a33": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"69750fea2e7149eab8928282ba9bae29": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_08a1d1a6fb884c769d409170d6cda556",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_548ef6c85056414cb0ce79164a086d35",
"IPY_MODEL_cf58b340496b4d62b610451cedbd709a",
"IPY_MODEL_4dad7e58cc47436aafe38230514325a1"
]
}
},
"08a1d1a6fb884c769d409170d6cda556": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"548ef6c85056414cb0ce79164a086d35": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_f36dc87a4af7481cb3c2cba23d57eb5a",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_2a9ef1f2f43d47b28cd0ff7ef4a21ade"
}
},
"cf58b340496b4d62b610451cedbd709a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_caa374f7dc5045218c6f71f322d8e6be",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 79,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 79,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_e567fab4446544f795be2eb0a6705f9c"
}
},
"4dad7e58cc47436aafe38230514325a1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_2b17ffac93b8406fac55b695d93d963b",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 79.0/79.0 [00:00&lt;00:00, 1.81kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3096cae7388e4b988df306be9cc58afd"
}
},
"f36dc87a4af7481cb3c2cba23d57eb5a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"2a9ef1f2f43d47b28cd0ff7ef4a21ade": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"caa374f7dc5045218c6f71f322d8e6be": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"e567fab4446544f795be2eb0a6705f9c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2b17ffac93b8406fac55b695d93d963b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"3096cae7388e4b988df306be9cc58afd": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"697432dd99b946688ba52fdf5d5542c1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_042038fce6024fbbba45d9afc21c4dc9",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_26f3c26b0c5a4e7d945029e516f17ff8",
"IPY_MODEL_7acf9b34256b41909f27cf6552fa8499",
"IPY_MODEL_5254f681c78941c9a3679fbbf6853d3a"
]
}
},
"042038fce6024fbbba45d9afc21c4dc9": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"26f3c26b0c5a4e7d945029e516f17ff8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_c9025edb46eb43a98a9259380de08a36",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_8262368800754a6db7490a90dc94cbf8"
}
},
"7acf9b34256b41909f27cf6552fa8499": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_8d9368d2c2284625932361fe790d30ca",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 723,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 723,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_60dfc3ed0c8a45eebeaf8e35868e7708"
}
},
"5254f681c78941c9a3679fbbf6853d3a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_9480ca5448ad4a54ba09bd40356e9cf5",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 723/723 [00:00&lt;00:00, 14.9kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_7abf0d496b76497882548ebde72f91cd"
}
},
"c9025edb46eb43a98a9259380de08a36": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"8262368800754a6db7490a90dc94cbf8": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"8d9368d2c2284625932361fe790d30ca": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"60dfc3ed0c8a45eebeaf8e35868e7708": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9480ca5448ad4a54ba09bd40356e9cf5": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"7abf0d496b76497882548ebde72f91cd": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ffa7713a91ff4af2bc7c4bdc3ecd7467": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_d5d5aae1f1084c82ba5ecc9ee0b6c473",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_c08ac5e6c7be413d9daf19ab5ecfeec3",
"IPY_MODEL_82d32df32d244290aea5f10cdc03e652",
"IPY_MODEL_365ec9a2c50d4e7385ef438bed36b5d8"
]
}
},
"d5d5aae1f1084c82ba5ecc9ee0b6c473": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c08ac5e6c7be413d9daf19ab5ecfeec3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_0ee7399f4e2148b38ad2dd0ef1816e78",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_7d9a11beefe5478b97ca0a31005a6147"
}
},
"82d32df32d244290aea5f10cdc03e652": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_6fae51602c934f6fbc6eb7b0d37e2c26",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 690,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 690,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_86759f2581904ff1a2736bcbe9d58fff"
}
},
"365ec9a2c50d4e7385ef438bed36b5d8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_409228238c94434eaa63fbb715df4f80",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 690/690 [00:00&lt;00:00, 15.0kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_fad323f7b8fb49e79c65ddb87f9f5346"
}
},
"0ee7399f4e2148b38ad2dd0ef1816e78": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"7d9a11beefe5478b97ca0a31005a6147": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"6fae51602c934f6fbc6eb7b0d37e2c26": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"86759f2581904ff1a2736bcbe9d58fff": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"409228238c94434eaa63fbb715df4f80": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"fad323f7b8fb49e79c65ddb87f9f5346": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"435328b6647d4d2986ca27179aa9a3cb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_66afe6aa36534f4897afdf035037c66c",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_d27877c6ad6148078e176ae4ce363c35",
"IPY_MODEL_8c88d2fa52474307a130a2d9ae6f1810",
"IPY_MODEL_b0744737aba1427aa04d33402e0c7a2a"
]
}
},
"66afe6aa36534f4897afdf035037c66c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"d27877c6ad6148078e176ae4ce363c35": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_427f364bc9644745ad3f7abfc43b7b6e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_ed3b4899817c47d6b196558e49cc59b2"
}
},
"8c88d2fa52474307a130a2d9ae6f1810": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_aa334bfffc9d4476b34351a9c3d62a7b",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 3769,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 3769,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_28c517182585423aa28e3b2d949678c4"
}
},
"b0744737aba1427aa04d33402e0c7a2a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_9ebec730f45746ac8ddb4fc710f90f54",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 3.77k/3.77k [00:00&lt;00:00, 89.7kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_a30bb6e73ecb450b9e94ceca871f4958"
}
},
"427f364bc9644745ad3f7abfc43b7b6e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"ed3b4899817c47d6b196558e49cc59b2": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"aa334bfffc9d4476b34351a9c3d62a7b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"28c517182585423aa28e3b2d949678c4": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9ebec730f45746ac8ddb4fc710f90f54": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"a30bb6e73ecb450b9e94ceca871f4958": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"746adb0fb9964e27b9f9a92a94022d25": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_959e2396a101463e9796ae461f189e5d",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_8e52fb3f81ba4607bfd12c3302a98ee8",
"IPY_MODEL_6533e9e24e5c4ecfbb12de41cc170975",
"IPY_MODEL_ea2992e1f7144cc29c3bfffbbf64e2ac"
]
}
},
"959e2396a101463e9796ae461f189e5d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"8e52fb3f81ba4607bfd12c3302a98ee8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_e8eac538b81143b6a1e3b30746a15722",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_90acd09e75c34642aff6bfbb9ab29f89"
}
},
"6533e9e24e5c4ecfbb12de41cc170975": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_18359b5df7574a289e8b4582f65ab0a3",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 723,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 723,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_d345a0d6a7a84e51bbbcd282082b1186"
}
},
"ea2992e1f7144cc29c3bfffbbf64e2ac": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_9f91aaa7eef54c55aa1ba46eb3baa617",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 723/723 [00:00&lt;00:00, 19.3kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_c9e8420edbab45429112a7884b57306d"
}
},
"e8eac538b81143b6a1e3b30746a15722": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"90acd09e75c34642aff6bfbb9ab29f89": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"18359b5df7574a289e8b4582f65ab0a3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"d345a0d6a7a84e51bbbcd282082b1186": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9f91aaa7eef54c55aa1ba46eb3baa617": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"c9e8420edbab45429112a7884b57306d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"b140eb98a700455a902dcfbd871593e9": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_443a8a6c17964705931974c420229649",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_92e22c5bafcd4a51ba54203776dde02f",
"IPY_MODEL_420f93d2f7474dc38922c2277b5bcfcc",
"IPY_MODEL_a1dd2c997cc34344aa83fc1bf59560c9"
]
}
},
"443a8a6c17964705931974c420229649": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"92e22c5bafcd4a51ba54203776dde02f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_b0108675bf6b4457bfce64cead45ec31",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_08c0344f4cfc4ba7b9271e4301ee9095"
}
},
"420f93d2f7474dc38922c2277b5bcfcc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_ceb036e9f5bd4e9da47db5dff3eb3acb",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 122,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 122,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_1873a766e7c64601b4be489d700e4b9b"
}
},
"a1dd2c997cc34344aa83fc1bf59560c9": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_307f6af0ea724573a59c5ef0a429fd0c",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 122/122 [00:00&lt;00:00, 2.31kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_edba6fb34578451ab5e4a08ea3a5eb25"
}
},
"b0108675bf6b4457bfce64cead45ec31": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"08c0344f4cfc4ba7b9271e4301ee9095": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ceb036e9f5bd4e9da47db5dff3eb3acb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"1873a766e7c64601b4be489d700e4b9b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"307f6af0ea724573a59c5ef0a429fd0c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"edba6fb34578451ab5e4a08ea3a5eb25": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"397fea90e5944348b0ab71f87a3c42aa": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_53cf5abeba59442fa559ba35ad96f279",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_2458d71e71554da3bd7edf35a340f700",
"IPY_MODEL_1bd03e9d1a994d96866759d0eeab61e1",
"IPY_MODEL_a867e816d795422ba16cfb3b4295e7f2"
]
}
},
"53cf5abeba59442fa559ba35ad96f279": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2458d71e71554da3bd7edf35a340f700": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_b1845caaff584163b6d9723f4e67f5b2",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3f96ab0342bc416ab7b2fad271be8100"
}
},
"1bd03e9d1a994d96866759d0eeab61e1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_e4f7466fd5964628b32ffe8a773c4ff6",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 229,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 229,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_ecbc440b3bd341e6b0e19f0088c58930"
}
},
"a867e816d795422ba16cfb3b4295e7f2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_29317e31312545c49d51cde6c617fe3f",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 229/229 [00:00&lt;00:00, 5.50kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_735cb17199d9403b9d65f598067fb17f"
}
},
"b1845caaff584163b6d9723f4e67f5b2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"3f96ab0342bc416ab7b2fad271be8100": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e4f7466fd5964628b32ffe8a773c4ff6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"ecbc440b3bd341e6b0e19f0088c58930": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"29317e31312545c49d51cde6c617fe3f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"735cb17199d9403b9d65f598067fb17f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7b874e92087d45019bd381d8307084f7": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_cc26364d10054a7a850f514c8e4d0334",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_629d1895d93a44b29c7748e11268580a",
"IPY_MODEL_b60fa302bb5c40d5b224afb0dd69d05a",
"IPY_MODEL_829b1cb886824151b9579022eeaa3566"
]
}
},
"cc26364d10054a7a850f514c8e4d0334": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"629d1895d93a44b29c7748e11268580a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_77a3254e2c404c129ce7f43d850f3b7a",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_312b5718b838451d896f3447b9f9880c"
}
},
"b60fa302bb5c40d5b224afb0dd69d05a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_7189cebe70004a4293a9d868cada294e",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1112253233,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1112253233,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_45a892664d8d4a2abba2bc805208868e"
}
},
"829b1cb886824151b9579022eeaa3566": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_e313f0433c7442efab35dc7e942d6de2",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1.11G/1.11G [00:34&lt;00:00, 30.3MB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_21444149a59e4761a47d0ef483c7aa45"
}
},
"77a3254e2c404c129ce7f43d850f3b7a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"312b5718b838451d896f3447b9f9880c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7189cebe70004a4293a9d868cada294e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"45a892664d8d4a2abba2bc805208868e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e313f0433c7442efab35dc7e942d6de2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"21444149a59e4761a47d0ef483c7aa45": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"572742602e624001a1e3732444a6f43b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_b6e52e3a6ee54efbaa1291320b47f411",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_9ca52d8d4e7148f7bead223fa5740d16",
"IPY_MODEL_4ebe093dbae1435eb6b032fbfae21a77",
"IPY_MODEL_34a4db43ae9f481ea86e79a5bff2e3ef"
]
}
},
"b6e52e3a6ee54efbaa1291320b47f411": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9ca52d8d4e7148f7bead223fa5740d16": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_5bbf16f90e5a44ba953943e51af0a384",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_bcdf21e10d1c4307b92821b3a73786c8"
}
},
"4ebe093dbae1435eb6b032fbfae21a77": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_3f915b2f0bba48c48865ac5b45487822",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 53,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 53,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_277e1f68e583461694dbfbd7354154c9"
}
},
"34a4db43ae9f481ea86e79a5bff2e3ef": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_b2955f26a1b34b21881c6a98f92234ad",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 53.0/53.0 [00:00&lt;00:00, 1.11kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_b794ab54698f4db18ae5edabc7d96783"
}
},
"5bbf16f90e5a44ba953943e51af0a384": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"bcdf21e10d1c4307b92821b3a73786c8": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3f915b2f0bba48c48865ac5b45487822": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"277e1f68e583461694dbfbd7354154c9": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"b2955f26a1b34b21881c6a98f92234ad": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"b794ab54698f4db18ae5edabc7d96783": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7efc0f6ef85348fc9e63e281ff4e3fac": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_50e872048a9b4fe58800126c39a0d027",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_c4858bf392de41ef8f9f0d7712831961",
"IPY_MODEL_d0aaca4a935441058eddc873e6d63b39",
"IPY_MODEL_05dd9db4d2e94210ae4b62fad5f6f302"
]
}
},
"50e872048a9b4fe58800126c39a0d027": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c4858bf392de41ef8f9f0d7712831961": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_81118afd469847e4b552c17f67bdeb81",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_fc84f721213f407b8831398dce1984ad"
}
},
"d0aaca4a935441058eddc873e6d63b39": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_48182100536a425f9a9955fecf19627d",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 5069051,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 5069051,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_34620791c5d145bfbb0a787f0ca4eb6b"
}
},
"05dd9db4d2e94210ae4b62fad5f6f302": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_caae193b34644af7950e2e3eac81a5bb",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 5.07M/5.07M [00:00&lt;00:00, 22.4MB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_83aee8bf612345a18aea950c9a1fa143"
}
},
"81118afd469847e4b552c17f67bdeb81": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"fc84f721213f407b8831398dce1984ad": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"48182100536a425f9a9955fecf19627d": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"34620791c5d145bfbb0a787f0ca4eb6b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"caae193b34644af7950e2e3eac81a5bb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"83aee8bf612345a18aea950c9a1fa143": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3478990a21b54ac090ae93e5a3bbd084": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_5e3141a3a8584caaae4a2134a21d15a4",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_798c7b005e1a490e9a4a9de4569e9351",
"IPY_MODEL_44aaf2ebc82c4331ac7f1eed39f3706d",
"IPY_MODEL_331bc9eb57ce4c5d8deaa47e5aaa078a"
]
}
},
"5e3141a3a8584caaae4a2134a21d15a4": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"798c7b005e1a490e9a4a9de4569e9351": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_a9552d04ed6045718cc60ad1c2764a32",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_c10f5dc8d3684757bc6102d734c555f6"
}
},
"44aaf2ebc82c4331ac7f1eed39f3706d": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_56206fe85d3744589433ac7cd8dd756d",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 239,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 239,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_2da12d480a1d4907beada5f8d80cdf1e"
}
},
"331bc9eb57ce4c5d8deaa47e5aaa078a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_eb8e6976ca9e4a58851ec0a51107d74f",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 239/239 [00:00&lt;00:00, 5.12kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_30f65cab87754a3e9cf0ff90ac6a6658"
}
},
"a9552d04ed6045718cc60ad1c2764a32": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"c10f5dc8d3684757bc6102d734c555f6": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"56206fe85d3744589433ac7cd8dd756d": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"2da12d480a1d4907beada5f8d80cdf1e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"eb8e6976ca9e4a58851ec0a51107d74f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"30f65cab87754a3e9cf0ff90ac6a6658": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"5d65e5693e64421da29ea68e5bf806fc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_016b6c1acdd04369ab22c635e69382bb",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_8aa11778066445eab63794589f241463",
"IPY_MODEL_bb9530a97bdf4221995c34ecdac01177",
"IPY_MODEL_a47599795dff439fa7133ed5d786edcb"
]
}
},
"016b6c1acdd04369ab22c635e69382bb": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"8aa11778066445eab63794589f241463": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_09cb41d0bbc14a24b8dde747c249a78e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_5581c851216e48c7b128f11bd93ca8e4"
}
},
"bb9530a97bdf4221995c34ecdac01177": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_4e09d22438dc434d99c6ce15051a06b3",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 9081518,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 9081518,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_359fd318bace46468f7972a24a87a52b"
}
},
"a47599795dff439fa7133ed5d786edcb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_7b4ab3ae9e264f468ed3860f1652f3ec",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 9.08M/9.08M [00:00&lt;00:00, 11.5MB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_5b481a669c6b4443af672436df2e0f87"
}
},
"09cb41d0bbc14a24b8dde747c249a78e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"5581c851216e48c7b128f11bd93ca8e4": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"4e09d22438dc434d99c6ce15051a06b3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"359fd318bace46468f7972a24a87a52b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7b4ab3ae9e264f468ed3860f1652f3ec": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"5b481a669c6b4443af672436df2e0f87": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"09537583625f4f4aac01a51dd06a6cca": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_829c0d5f7b614e97b4fda0a9e62dc5ae",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_3f6f4ce515db44d3a365a9d34a0d3a2e",
"IPY_MODEL_43a5ce7b197d46b79d74cc3fbfb6dc53",
"IPY_MODEL_d520129190494e17a338b9e9dc02cdaa"
]
}
},
"829c0d5f7b614e97b4fda0a9e62dc5ae": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3f6f4ce515db44d3a365a9d34a0d3a2e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_0efc973f96af4d7fa2118f72099a3724",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_e781609438004ae0ba1efb4a877065ae"
}
},
"43a5ce7b197d46b79d74cc3fbfb6dc53": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_f4b22763b32945a78822d9027ab93c5c",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 402,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 402,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_c7fd461142854331937a6ada7ff8f64c"
}
},
"d520129190494e17a338b9e9dc02cdaa": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_fa46a43575ee4c52af77f226e438d896",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 402/402 [00:00&lt;00:00, 6.76kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_6e697b2f47024ba78b4de46587b82d4b"
}
},
"0efc973f96af4d7fa2118f72099a3724": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"e781609438004ae0ba1efb4a877065ae": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f4b22763b32945a78822d9027ab93c5c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"c7fd461142854331937a6ada7ff8f64c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"fa46a43575ee4c52af77f226e438d896": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"6e697b2f47024ba78b4de46587b82d4b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"5fd41c40b79a49a5b5ec135134b91f6a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_abcf2fc37c8e429da2d0fca4ee437a74",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_18626d41312c4b60b68375614682dee6",
"IPY_MODEL_38bab693920d447b8bb1a5f1e6c2de39",
"IPY_MODEL_5acc7081c57645cda08f722a80a82618"
]
}
},
"abcf2fc37c8e429da2d0fca4ee437a74": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"18626d41312c4b60b68375614682dee6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_93dd5983dd31466e862732cc991f0590",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Downloading: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_bf017ec69a084b2fae86b5e24282fa2b"
}
},
"38bab693920d447b8bb1a5f1e6c2de39": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_627e45096be0470f8ba6e7650ae1038b",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 190,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 190,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_45f7c1377bd2498496d8aad327da5a25"
}
},
"5acc7081c57645cda08f722a80a82618": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_3681c9063cf1428b8a757090453321db",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 190/190 [00:00&lt;00:00, 4.28kB/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_2f9ea952cead4eb8a9dd7a4be0f360fc"
}
},
"93dd5983dd31466e862732cc991f0590": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"bf017ec69a084b2fae86b5e24282fa2b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"627e45096be0470f8ba6e7650ae1038b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"45f7c1377bd2498496d8aad327da5a25": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3681c9063cf1428b8a757090453321db": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"2f9ea952cead4eb8a9dd7a4be0f360fc": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"252f1fab09d4425599b108012bf99993": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_bde4901baa744b7bac106ac3630ee31c",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_67ee3f0117bc4e7bb4c7b9351845cdd4",
"IPY_MODEL_1fce85ef81284a0eaf9f439b5e255163",
"IPY_MODEL_e3026ca9693547abab2baacd5aa3dece"
]
}
},
"bde4901baa744b7bac106ac3630ee31c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"67ee3f0117bc4e7bb4c7b9351845cdd4": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_79b6c5bfa584487586da0caecad5acc9",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_56fb299136054a08a950201d3e7bc51e"
}
},
"1fce85ef81284a0eaf9f439b5e255163": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_2194f54585b141d085f1f17ef200ab65",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_b62c8b64f87a4209a74cd5bfb5522109"
}
},
"e3026ca9693547abab2baacd5aa3dece": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_f45c83955aa84554a075a0db94916e7b",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 10.59it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_841993e4585b45d9bafc4cbeddff4033"
}
},
"79b6c5bfa584487586da0caecad5acc9": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"56fb299136054a08a950201d3e7bc51e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2194f54585b141d085f1f17ef200ab65": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"b62c8b64f87a4209a74cd5bfb5522109": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f45c83955aa84554a075a0db94916e7b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"841993e4585b45d9bafc4cbeddff4033": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"833ee63ee4ba41f086e7fea0914b7f71": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_dc48c774b8954d8dbabc4d792dd0c397",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_303fd4fd657f4181a7d5aaf125bacea2",
"IPY_MODEL_87002ec5a9e64b3da19ccee273b40932",
"IPY_MODEL_1ad8f4afb35e4ee69a0cde1f98be5ea6"
]
}
},
"dc48c774b8954d8dbabc4d792dd0c397": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"303fd4fd657f4181a7d5aaf125bacea2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_33ae1c20ae0a4207ab3be3bfef640907",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_bd7121c2a3e244ef91ff5150d2d8838b"
}
},
"87002ec5a9e64b3da19ccee273b40932": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_74b281989cd84b01ad957259c78265fd",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_48dd9a6aa6e04253993e692d727876f1"
}
},
"1ad8f4afb35e4ee69a0cde1f98be5ea6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_7e725f96b7894fa6abb34a286d8cc3a4",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 11.15it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_4ac053bc3db6423ba5f0d143919d1cca"
}
},
"33ae1c20ae0a4207ab3be3bfef640907": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"bd7121c2a3e244ef91ff5150d2d8838b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"74b281989cd84b01ad957259c78265fd": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"48dd9a6aa6e04253993e692d727876f1": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7e725f96b7894fa6abb34a286d8cc3a4": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"4ac053bc3db6423ba5f0d143919d1cca": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"693afa9584a34f97ae3ebbc3a775e72a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_43fa7009112741c89725963985cb9f08",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_cd2c571f25384077a5a1a592931f7f7a",
"IPY_MODEL_c15d324309e14d0c913177d745176265",
"IPY_MODEL_398c87412a4b41a48f8ed8538e0a7b91"
]
}
},
"43fa7009112741c89725963985cb9f08": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"cd2c571f25384077a5a1a592931f7f7a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_8a06126bd2714badbc1dd9ace47873aa",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_7751d434164249b79f863d1cb59b4bee"
}
},
"c15d324309e14d0c913177d745176265": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_c255f1c9ced3405cbfe308eeb0e5f390",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_83378c4b2beb4aa89849a7fc3afce5c6"
}
},
"398c87412a4b41a48f8ed8538e0a7b91": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_1c419cfc78214e80a6e21448eb8ceaab",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 11.61it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_8f3b276f21474fb78e11e2a5dae516bd"
}
},
"8a06126bd2714badbc1dd9ace47873aa": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"7751d434164249b79f863d1cb59b4bee": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c255f1c9ced3405cbfe308eeb0e5f390": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"83378c4b2beb4aa89849a7fc3afce5c6": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"1c419cfc78214e80a6e21448eb8ceaab": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"8f3b276f21474fb78e11e2a5dae516bd": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2b30500a465d4343a1f6ed6cd85dfb62": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_9016e2b714fa4f7daaab4a99299190e8",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_66c808ddecba493482ba0ec96b267d83",
"IPY_MODEL_f9dcdbbe20114ff78c2d980a1924bd9e",
"IPY_MODEL_8bd47dc1fba04e50b57a646fdff4d08a"
]
}
},
"9016e2b714fa4f7daaab4a99299190e8": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"66c808ddecba493482ba0ec96b267d83": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_b15355099b7a4b88b9ce876378d03367",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_c880c3a9c45042e69d13ffd5dd1c6403"
}
},
"f9dcdbbe20114ff78c2d980a1924bd9e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_c429d64cb3e747a6bdd33763720a10d2",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_576765482f3d4ee8851db9845c34a246"
}
},
"8bd47dc1fba04e50b57a646fdff4d08a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_cb418736d5444d3b8e820ef0e1be8d0e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.24it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_efc925a4b5fa4144a9435ba998584b2c"
}
},
"b15355099b7a4b88b9ce876378d03367": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"c880c3a9c45042e69d13ffd5dd1c6403": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c429d64cb3e747a6bdd33763720a10d2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"576765482f3d4ee8851db9845c34a246": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"cb418736d5444d3b8e820ef0e1be8d0e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"efc925a4b5fa4144a9435ba998584b2c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e8864d4baf1f45248bd2fe979507c27b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_9acbd5d07b4a42bebb968e83f3500f34",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_ee76869cfde744e78063c9002420689e",
"IPY_MODEL_608c3c6002d248d0a4e8463c558f3464",
"IPY_MODEL_6eeafcdcdf894b33a58e1d7c99fe3918"
]
}
},
"9acbd5d07b4a42bebb968e83f3500f34": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ee76869cfde744e78063c9002420689e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_04e887b2d2cd471994f65685a81a0bfc",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_76f40571571b4ddd87df3a29718b835e"
}
},
"608c3c6002d248d0a4e8463c558f3464": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_66e0737384154c58a8fa44ccd69b7477",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_8262d554e9de4c7fa498e949cedefc99"
}
},
"6eeafcdcdf894b33a58e1d7c99fe3918": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_8e67ff4e2fdf45bb840cee3db416a7cf",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 11.94it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_4c9fcae8ba86441e98dc6c68b3303659"
}
},
"04e887b2d2cd471994f65685a81a0bfc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"76f40571571b4ddd87df3a29718b835e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"66e0737384154c58a8fa44ccd69b7477": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"8262d554e9de4c7fa498e949cedefc99": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"8e67ff4e2fdf45bb840cee3db416a7cf": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"4c9fcae8ba86441e98dc6c68b3303659": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"1096b427606f47ae920f4313cbee232b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_311b248f13e446739340b070f02ce6ba",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_512226094de24fb58f94c1cd240250e4",
"IPY_MODEL_197840b3350e40ab866625ac932efee9",
"IPY_MODEL_0f58901ab69e49e7947193681e2ab5f3"
]
}
},
"311b248f13e446739340b070f02ce6ba": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"512226094de24fb58f94c1cd240250e4": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_2972765858b94d91a525a1e99ab16e07",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_88783d2c81054461b9b44086f9691ce2"
}
},
"197840b3350e40ab866625ac932efee9": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_5c0562c932764d50a34251e32aad1b9a",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_d59b565796fe4a3b9fe3b0b12dd73da4"
}
},
"0f58901ab69e49e7947193681e2ab5f3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_f16710c9831d476b85c48213d05e1aea",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.38it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_0864e13086e44b40bd71433caec618e3"
}
},
"2972765858b94d91a525a1e99ab16e07": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"88783d2c81054461b9b44086f9691ce2": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"5c0562c932764d50a34251e32aad1b9a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"d59b565796fe4a3b9fe3b0b12dd73da4": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f16710c9831d476b85c48213d05e1aea": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"0864e13086e44b40bd71433caec618e3": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"37482b3d784245dd9044da86a5afe464": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_0593f2471d4244378a68721a422ffafa",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_9de62b03f720467fa45c34fb485771d8",
"IPY_MODEL_1171111ff1244c68bc2b0269a9f8047b",
"IPY_MODEL_bd6c06e82de34ff7b3b0cb30b914ce81"
]
}
},
"0593f2471d4244378a68721a422ffafa": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9de62b03f720467fa45c34fb485771d8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_99275f997bcc44929df837687c596414",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_a18992e493b942b08a55b7a641715c1d"
}
},
"1171111ff1244c68bc2b0269a9f8047b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_d6a66e1346d849b9802898417d34697c",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_cd0a32b06546428193dd7fa89fbf7e9e"
}
},
"bd6c06e82de34ff7b3b0cb30b914ce81": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_7b11f8ba932b47c1aa51efc38175b8e1",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.09it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_bab3859cebba4383b7692b7d3265a43b"
}
},
"99275f997bcc44929df837687c596414": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"a18992e493b942b08a55b7a641715c1d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"d6a66e1346d849b9802898417d34697c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"cd0a32b06546428193dd7fa89fbf7e9e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"7b11f8ba932b47c1aa51efc38175b8e1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"bab3859cebba4383b7692b7d3265a43b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"1b35fdad27d348299ebf9a3376a332c0": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_8b097bc82a2a4479895400362c5e2782",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_21753241fd42429595ea9288afa2d41f",
"IPY_MODEL_51f95102471a416887e19ff8753750d8",
"IPY_MODEL_961b8ed89e63441ead537ff2b502c857"
]
}
},
"8b097bc82a2a4479895400362c5e2782": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"21753241fd42429595ea9288afa2d41f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_acc7988ac6a94afdaf980e4d1ab871b5",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_cdf6ee9d1d1c422795e82dbb5691053e"
}
},
"51f95102471a416887e19ff8753750d8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_167f8f83ec114f42921645ddfd3ce9ed",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3b896b94d6af4857952193f34add9e88"
}
},
"961b8ed89e63441ead537ff2b502c857": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_9970e6ebe0b34fb38964fbd21246c447",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.65it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_936869567f72424ea18fcaa87f20818e"
}
},
"acc7988ac6a94afdaf980e4d1ab871b5": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"cdf6ee9d1d1c422795e82dbb5691053e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"167f8f83ec114f42921645ddfd3ce9ed": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"3b896b94d6af4857952193f34add9e88": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9970e6ebe0b34fb38964fbd21246c447": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"936869567f72424ea18fcaa87f20818e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"d4144eb10fcb43eea2ca864ce213e3cc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_03698f5714bc477c9a0b7dec7542fd50",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_920d76460f204a69a4ddbf1a0aaa5242",
"IPY_MODEL_cab40c4a19604774a2a9edbc47b19308",
"IPY_MODEL_d5e4aa32c50e48dabafcba153b95ef32"
]
}
},
"03698f5714bc477c9a0b7dec7542fd50": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"920d76460f204a69a4ddbf1a0aaa5242": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_982e773a0dcc408f800cf1eb139a8b2e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_e60c4734f0424daaaeec0ee34948dabb"
}
},
"cab40c4a19604774a2a9edbc47b19308": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_4681de508aac4dbb975199dc57df33d7",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_534b3e6ed51648c081a9a3c9b1188e45"
}
},
"d5e4aa32c50e48dabafcba153b95ef32": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_2e3ff8ff7d7244e09a9a954d15c9d40e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 11.42it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_0138ab99398e44c69ee0d92191e7d142"
}
},
"982e773a0dcc408f800cf1eb139a8b2e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"e60c4734f0424daaaeec0ee34948dabb": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"4681de508aac4dbb975199dc57df33d7": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"534b3e6ed51648c081a9a3c9b1188e45": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2e3ff8ff7d7244e09a9a954d15c9d40e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"0138ab99398e44c69ee0d92191e7d142": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"0c481a8213f84529b2c1ff8b02af7e01": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_258c09dd5fdd49ea8d428a4a7de9cfdc",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_312f4cf044da40eca4cf099ac4d19654",
"IPY_MODEL_b63ca14fc0cb46e88e5d86f0ff4609fc",
"IPY_MODEL_3c1f87725b1f410eb81509369edf3de1"
]
}
},
"258c09dd5fdd49ea8d428a4a7de9cfdc": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"312f4cf044da40eca4cf099ac4d19654": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_86a2aa7f86c840b8ba3feb351ef9cdba",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_50a9ecd07ef24c728777b63b1e6982fe"
}
},
"b63ca14fc0cb46e88e5d86f0ff4609fc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_79b013bf213d41e1a3e285028a7707c6",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_b851a1ded89a4620a694fb7a845754f5"
}
},
"3c1f87725b1f410eb81509369edf3de1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_e822001de9ef4cf99d593f930f41f96a",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 12.69it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_f0c8ddd71eff40df8332fcf83d31c0bf"
}
},
"86a2aa7f86c840b8ba3feb351ef9cdba": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"50a9ecd07ef24c728777b63b1e6982fe": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"79b013bf213d41e1a3e285028a7707c6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"b851a1ded89a4620a694fb7a845754f5": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e822001de9ef4cf99d593f930f41f96a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"f0c8ddd71eff40df8332fcf83d31c0bf": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"78a5e21ae14d49a1b43d583ed4c9ccb0": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_e0c76e0937db4e3d916710d7172da3f1",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_3efe97c2a0824f4e9c31977d315b1ab2",
"IPY_MODEL_af462d4f283c43cfb86ab7909cebaa31",
"IPY_MODEL_5817e7254041439692a9f9fc8d26d05f"
]
}
},
"e0c76e0937db4e3d916710d7172da3f1": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3efe97c2a0824f4e9c31977d315b1ab2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_93b48c87a738442b885ea68f20e17f9b",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_e2d9085a4252424082cf9238694d871b"
}
},
"af462d4f283c43cfb86ab7909cebaa31": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_ebed91eca5d5439997b4aaec5a7d953e",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_4fc88278033a4eaea62acd7cf7e4c228"
}
},
"5817e7254041439692a9f9fc8d26d05f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_f8a6d02669224f5e9d8d09be5451b08b",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 9.50it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_68f8afd75269413abd300740692d13eb"
}
},
"93b48c87a738442b885ea68f20e17f9b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"e2d9085a4252424082cf9238694d871b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ebed91eca5d5439997b4aaec5a7d953e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"4fc88278033a4eaea62acd7cf7e4c228": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f8a6d02669224f5e9d8d09be5451b08b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"68f8afd75269413abd300740692d13eb": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"fc7c6b5bf4934c0194c12b6aa4bee24e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_a7dfc0089edd47678dd411093c3cf664",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_071a2e5641624c7ea6bf57d764fa5a90",
"IPY_MODEL_b4511a00a65f40f8879209e63cc4044c",
"IPY_MODEL_b0ae975eb94143fda0ac6c748148a7cc"
]
}
},
"a7dfc0089edd47678dd411093c3cf664": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"071a2e5641624c7ea6bf57d764fa5a90": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_d579129ca5c04c6a8400c2483a952386",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_553183603f114fefa03c2f251ac38ddc"
}
},
"b4511a00a65f40f8879209e63cc4044c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_c652f9773b604b1d9dc357052aaba437",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_40a7c2ba203f42deb6c7010959c8f2c9"
}
},
"b0ae975eb94143fda0ac6c748148a7cc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_3ba492ab49d64d9a9010e46d293c3053",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.38it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_5726eac63ec24b20a667084ff1614cad"
}
},
"d579129ca5c04c6a8400c2483a952386": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"553183603f114fefa03c2f251ac38ddc": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c652f9773b604b1d9dc357052aaba437": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"40a7c2ba203f42deb6c7010959c8f2c9": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3ba492ab49d64d9a9010e46d293c3053": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"5726eac63ec24b20a667084ff1614cad": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"a548cf8ad9004eb1ae5a8e76bdb5f88a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_8d40aa5382db4c64acba90541bc87dd3",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_dc4df32c929d428593b68476285425e0",
"IPY_MODEL_36c9dc024fed498cb76edd9f18447979",
"IPY_MODEL_578b058ce8414637bcd7d660a3ea8adc"
]
}
},
"8d40aa5382db4c64acba90541bc87dd3": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"dc4df32c929d428593b68476285425e0": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_5a828469ff1d4e0aa10346776ebe6ed8",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_656e26469505445e8bcefd253e0c7c30"
}
},
"36c9dc024fed498cb76edd9f18447979": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_f92fb75d397d47ac967febf7d38efc35",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_035e40aab316467987b05fe9157ca1ce"
}
},
"578b058ce8414637bcd7d660a3ea8adc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_2e6177cd6f7941e7b948aeac0dafd05c",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 10.59it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_acda5822bf844c2780f96150983f1274"
}
},
"5a828469ff1d4e0aa10346776ebe6ed8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"656e26469505445e8bcefd253e0c7c30": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f92fb75d397d47ac967febf7d38efc35": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"035e40aab316467987b05fe9157ca1ce": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2e6177cd6f7941e7b948aeac0dafd05c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"acda5822bf844c2780f96150983f1274": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"763dc9a81242444183854e8f65882c27": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_86d167621f81425b9a2b0369146fa314",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_e85e291b0c50401abd9d7588ce1467cb",
"IPY_MODEL_df007844178f4b63b67831b4d38576df",
"IPY_MODEL_85908f2604094196a0c86cb6dd731615"
]
}
},
"86d167621f81425b9a2b0369146fa314": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e85e291b0c50401abd9d7588ce1467cb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_14462288182e490fbbf8086972008a22",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_675951a59fb441bbb8a5dc2c4b2c753e"
}
},
"df007844178f4b63b67831b4d38576df": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_bb7f0fbb54274fb9a654eb6ee938ba66",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_fc911f5408814c2ab17c5c1a357dc23f"
}
},
"85908f2604094196a0c86cb6dd731615": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_e17d2dc542c14f98a2a19ecefb447d38",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 10.85it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_a746473dcbdf4a21915398141008da17"
}
},
"14462288182e490fbbf8086972008a22": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"675951a59fb441bbb8a5dc2c4b2c753e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"bb7f0fbb54274fb9a654eb6ee938ba66": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"fc911f5408814c2ab17c5c1a357dc23f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e17d2dc542c14f98a2a19ecefb447d38": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"a746473dcbdf4a21915398141008da17": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f302b68764444e44aacecaaa89cdc95f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_e483cae2d41844df99054b2ddfdbc65b",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_f375507608564a12b6dd26170d659399",
"IPY_MODEL_60eb65d6a8ce4ee288a8aabea9d33094",
"IPY_MODEL_de7355b63d2f4682b15f8ca9c07e674f"
]
}
},
"e483cae2d41844df99054b2ddfdbc65b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f375507608564a12b6dd26170d659399": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_32c43233c8e64a8eb5c4badbb01420f5",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_7fa656358f524f93a310a8076bd48cdf"
}
},
"60eb65d6a8ce4ee288a8aabea9d33094": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_3200cd718a4c439386994d13e1b0e173",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_0cdff9bf98da47789a75f2beeb5727b4"
}
},
"de7355b63d2f4682b15f8ca9c07e674f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_565bdcb1739643119edcafd4df6e8f11",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 14.11it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_c2ba6b6c20ed419fae2a6fe625261382"
}
},
"32c43233c8e64a8eb5c4badbb01420f5": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"7fa656358f524f93a310a8076bd48cdf": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3200cd718a4c439386994d13e1b0e173": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"0cdff9bf98da47789a75f2beeb5727b4": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"565bdcb1739643119edcafd4df6e8f11": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"c2ba6b6c20ed419fae2a6fe625261382": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"82f31100018e412b9598186060b33fc5": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_6f2a17a8dc19494998ab2dd2d81bcaa8",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_2da7b278298e4a5996fb9bc8ab91be18",
"IPY_MODEL_7770031e5dcb4f398df87332c8091f2e",
"IPY_MODEL_a03aff3544f14439ac7b1bc6d02a4860"
]
}
},
"6f2a17a8dc19494998ab2dd2d81bcaa8": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"2da7b278298e4a5996fb9bc8ab91be18": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_843cfba29fd046638f79ca44d340b091",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_5e3ad720118240188fef69ad77cd72e3"
}
},
"7770031e5dcb4f398df87332c8091f2e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_f5417b7abd5a48178fd0c0a8aefeae05",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_e7658ccda51c46a6b560a260c38f933d"
}
},
"a03aff3544f14439ac7b1bc6d02a4860": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_51eeedf54ce0473797c98793ebfb0225",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.03it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_eef6238b512249d993d1b6c9b76e3946"
}
},
"843cfba29fd046638f79ca44d340b091": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"5e3ad720118240188fef69ad77cd72e3": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f5417b7abd5a48178fd0c0a8aefeae05": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"e7658ccda51c46a6b560a260c38f933d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"51eeedf54ce0473797c98793ebfb0225": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"eef6238b512249d993d1b6c9b76e3946": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"3914e344ed9e4f85b9d8670ec062ef30": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_4523fbfdd66049ed83265f166f5d6f16",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_5ab8cf3f17e84139bca02f42e72f48a6",
"IPY_MODEL_5280dbd3704e4c1bb84d058fee8b5e78",
"IPY_MODEL_ade97ddccca24f4c9e01fb19e2d8bfb7"
]
}
},
"4523fbfdd66049ed83265f166f5d6f16": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"5ab8cf3f17e84139bca02f42e72f48a6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_d69bff579d794cd18920cef35b9cea2a",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_5c8ae6b463cb4c7bbba2b4c00eb6972b"
}
},
"5280dbd3704e4c1bb84d058fee8b5e78": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_8289aad6c2b04cd2931a6ddc25d679bf",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3c391b52b10941979277f20802e540ef"
}
},
"ade97ddccca24f4c9e01fb19e2d8bfb7": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_e63ed6b6266f47ae8c0106089b1cd85e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 13.03it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_60c6f5edec98476fb2794712ed499206"
}
},
"d69bff579d794cd18920cef35b9cea2a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"5c8ae6b463cb4c7bbba2b4c00eb6972b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"8289aad6c2b04cd2931a6ddc25d679bf": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"3c391b52b10941979277f20802e540ef": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e63ed6b6266f47ae8c0106089b1cd85e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"60c6f5edec98476fb2794712ed499206": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"1618b6a1272741a484107d64b0892919": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_1e21f3f2addd4089a21bdf43fcc3dc13",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_c2a10377a4104f0db40385232e02ddeb",
"IPY_MODEL_64ac622c81094854b887754eb507438a",
"IPY_MODEL_58c2ec2a05024f1081dce3ad466e6c5a"
]
}
},
"1e21f3f2addd4089a21bdf43fcc3dc13": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c2a10377a4104f0db40385232e02ddeb": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_c03219a376ed425f9d275ad3a0ff86c8",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_88a03527abc544f3bbe30fabd7577098"
}
},
"64ac622c81094854b887754eb507438a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_223e5e8dfd48473d95dc159f970c2bbe",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3b8baa9a443c417996fb82eed060c6ba"
}
},
"58c2ec2a05024f1081dce3ad466e6c5a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_81b3ce0858bd4bf8a168538397b73970",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 16.68it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_720453f72c9d4681ae0db5cdf297cc71"
}
},
"c03219a376ed425f9d275ad3a0ff86c8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"88a03527abc544f3bbe30fabd7577098": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"223e5e8dfd48473d95dc159f970c2bbe": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"3b8baa9a443c417996fb82eed060c6ba": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"81b3ce0858bd4bf8a168538397b73970": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"720453f72c9d4681ae0db5cdf297cc71": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"40d75e4d444e4d8792fbd1a660c732e2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_1abc887bedb6415eb5c15ac9ca3e2a2c",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_912e6dd1ff544e8d9c94609ec899fbbe",
"IPY_MODEL_a6963c7d4e1a46c2a0c86ef3faa36548",
"IPY_MODEL_95013e8d9b16488e8f95750134a09b90"
]
}
},
"1abc887bedb6415eb5c15ac9ca3e2a2c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"912e6dd1ff544e8d9c94609ec899fbbe": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_61395f952fff44ddbf35195f08890b3a",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_197130c97a6f4113bb70f9872f65dede"
}
},
"a6963c7d4e1a46c2a0c86ef3faa36548": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_c674148cbf294431a48faa9378d17c82",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_694158e7816f4b10bf8cb6cae954aeaa"
}
},
"95013e8d9b16488e8f95750134a09b90": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_e1c796fba9cf4336846d6bbd1d7bbc47",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 8.69it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_ddaa3410e1f740198bcac431184ee37e"
}
},
"61395f952fff44ddbf35195f08890b3a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"197130c97a6f4113bb70f9872f65dede": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c674148cbf294431a48faa9378d17c82": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"694158e7816f4b10bf8cb6cae954aeaa": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"e1c796fba9cf4336846d6bbd1d7bbc47": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"ddaa3410e1f740198bcac431184ee37e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"c373178edb624ad39973c6b34c2fd540": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_f9b1e0c3cb304cf58a9bdce3cc03239c",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_50432636bd864dc5bd99302283f62f93",
"IPY_MODEL_fa230a8644bd4e7a85a3c8b888bf2d27",
"IPY_MODEL_47e629b53187448f8eb54bd8b31af735"
]
}
},
"f9b1e0c3cb304cf58a9bdce3cc03239c": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"50432636bd864dc5bd99302283f62f93": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_d1fec191a2b94bf0bbde31707f3637b1",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_4d4beedccc5248679201df2cd2481429"
}
},
"fa230a8644bd4e7a85a3c8b888bf2d27": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_da2985b6824449f6982434a5a0bdbd39",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_3e23763ee2944110b0899fcbb805e3bd"
}
},
"47e629b53187448f8eb54bd8b31af735": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_93d3a93cd8634149b96cbd528bdb9e82",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 12.34it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_cbfb512f58c44b879e89fc6917799fd4"
}
},
"d1fec191a2b94bf0bbde31707f3637b1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"4d4beedccc5248679201df2cd2481429": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"da2985b6824449f6982434a5a0bdbd39": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"3e23763ee2944110b0899fcbb805e3bd": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"93d3a93cd8634149b96cbd528bdb9e82": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"cbfb512f58c44b879e89fc6917799fd4": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"fcfbbc1f44454546b9ceca5ba106b0e6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_1a372fb42b29492691dc7fc04fed105b",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_267928e896124f6087b197b255e53360",
"IPY_MODEL_f2f11b50f31b40d9abd06080b0ce9502",
"IPY_MODEL_e9c72053e0344c699abc03221d1e422a"
]
}
},
"1a372fb42b29492691dc7fc04fed105b": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"267928e896124f6087b197b255e53360": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_03ea7c0ef54c4d0f96493415aaf461d3",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_d7fe543399db4a64b23761e6f8e967ce"
}
},
"f2f11b50f31b40d9abd06080b0ce9502": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_b046241482c7485b9037ed039eb48649",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_d3bcb223dd7943dbb85d8c93a3ed0bc1"
}
},
"e9c72053e0344c699abc03221d1e422a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_f91436bf954d4a939a615dfa6e839b15",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 12.31it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_af46cfb222cf4d5ba1b34d2d462c8e6f"
}
},
"03ea7c0ef54c4d0f96493415aaf461d3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"d7fe543399db4a64b23761e6f8e967ce": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"b046241482c7485b9037ed039eb48649": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"d3bcb223dd7943dbb85d8c93a3ed0bc1": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"f91436bf954d4a939a615dfa6e839b15": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"af46cfb222cf4d5ba1b34d2d462c8e6f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"ff9438afcccb4372b258d20ac5c11f49": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_5f2eedf3c8b74abca674ec0bf28f36a1",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_4d46dfc8082246568e7cc69f74baac14",
"IPY_MODEL_08cd116989124f919aa151c4535bbcba",
"IPY_MODEL_9d46ed6e9cff463b8e527773b931e935"
]
}
},
"5f2eedf3c8b74abca674ec0bf28f36a1": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"4d46dfc8082246568e7cc69f74baac14": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_c357ff588a474c59924747141954d81e",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_9ba1c4bac8014f38a1dc24f2a7b3c3cd"
}
},
"08cd116989124f919aa151c4535bbcba": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_13996ad0065d4573885e0140c1dc91a1",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_fbee94f4d7674f54b75c42d33c2a0907"
}
},
"9d46ed6e9cff463b8e527773b931e935": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_1c003f6cf2064ffeb152e5bf5dee3780",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 10.94it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_d2ab768dc09d4482b84a2c929dee7cd6"
}
},
"c357ff588a474c59924747141954d81e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"9ba1c4bac8014f38a1dc24f2a7b3c3cd": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"13996ad0065d4573885e0140c1dc91a1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"fbee94f4d7674f54b75c42d33c2a0907": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"1c003f6cf2064ffeb152e5bf5dee3780": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"d2ab768dc09d4482b84a2c929dee7cd6": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"d867294bd4944f3086f335cadc6e1204": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HBoxView",
"_dom_classes": [],
"_model_name": "HBoxModel",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.5.0",
"box_style": "",
"layout": "IPY_MODEL_d6125036c6cd4b04badcda02419be090",
"_model_module": "@jupyter-widgets/controls",
"children": [
"IPY_MODEL_a28f716145f046fcb101ae6eb5d55e2f",
"IPY_MODEL_e65ae480d2d04ab48c8624eb1fca45d8",
"IPY_MODEL_2bfc05c7ef514354bfb41fe6290dbf33"
]
}
},
"d6125036c6cd4b04badcda02419be090": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"a28f716145f046fcb101ae6eb5d55e2f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_51f5c4ae62124c2eb09cd655d50a042c",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": "Batches: 100%",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_76a9a9ff30384c63bbafac8dad7e6b6f"
}
},
"e65ae480d2d04ab48c8624eb1fca45d8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "ProgressView",
"style": "IPY_MODEL_9f23dc687bb54d8ca102ebd1f35b45ee",
"_dom_classes": [],
"description": "",
"_model_name": "FloatProgressModel",
"bar_style": "success",
"max": 1,
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": 1,
"_view_count": null,
"_view_module_version": "1.5.0",
"orientation": "horizontal",
"min": 0,
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_54a4a9ebf2b24542a97157643fc8760e"
}
},
"2bfc05c7ef514354bfb41fe6290dbf33": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "HTMLView",
"style": "IPY_MODEL_b0fda0f7f1694c958fabb866c8837b07",
"_dom_classes": [],
"description": "",
"_model_name": "HTMLModel",
"placeholder": "​",
"_view_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"value": " 1/1 [00:00&lt;00:00, 11.61it/s]",
"_view_count": null,
"_view_module_version": "1.5.0",
"description_tooltip": null,
"_model_module": "@jupyter-widgets/controls",
"layout": "IPY_MODEL_bcca8127f74f4e36813a902020d9cb4e"
}
},
"51f5c4ae62124c2eb09cd655d50a042c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"76a9a9ff30384c63bbafac8dad7e6b6f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"9f23dc687bb54d8ca102ebd1f35b45ee": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "ProgressStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"bar_color": null,
"_model_module": "@jupyter-widgets/controls"
}
},
"54a4a9ebf2b24542a97157643fc8760e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
},
"b0fda0f7f1694c958fabb866c8837b07": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_view_name": "StyleView",
"_model_name": "DescriptionStyleModel",
"description_width": "",
"_view_module": "@jupyter-widgets/base",
"_model_module_version": "1.5.0",
"_view_count": null,
"_view_module_version": "1.2.0",
"_model_module": "@jupyter-widgets/controls"
}
},
"bcca8127f74f4e36813a902020d9cb4e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_view_name": "LayoutView",
"grid_template_rows": null,
"right": null,
"justify_content": null,
"_view_module": "@jupyter-widgets/base",
"overflow": null,
"_model_module_version": "1.2.0",
"_view_count": null,
"flex_flow": null,
"width": null,
"min_width": null,
"border": null,
"align_items": null,
"bottom": null,
"_model_module": "@jupyter-widgets/base",
"top": null,
"grid_column": null,
"overflow_y": null,
"overflow_x": null,
"grid_auto_flow": null,
"grid_area": null,
"grid_template_columns": null,
"flex": null,
"_model_name": "LayoutModel",
"justify_items": null,
"grid_row": null,
"max_height": null,
"align_content": null,
"visibility": null,
"align_self": null,
"height": null,
"min_height": null,
"padding": null,
"grid_auto_rows": null,
"grid_gap": null,
"max_width": null,
"order": null,
"_view_module_version": "1.2.0",
"grid_template_areas": null,
"object_position": null,
"object_fit": null,
"grid_auto_columns": null,
"margin": null,
"display": null,
"left": null
}
}
}
},
"pycharm": {
"stem_cell": {
"cell_type": "raw",
"source": [],
"metadata": {
"collapsed": false
}
}
}
},
"cells": [
{
"cell_type": "markdown",
"source": [
"# Evaluation of a QA System\n",
"\n",
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack/blob/master/tutorials/Tutorial5_Evaluation.ipynb)\n",
"\n",
"To be able to make a statement about the performance of a question-answering system, it is important to evalute it. Furthermore, evaluation allows to determine which parts of the system can be improved."
],
"metadata": {
"collapsed": true,
"id": "MGSXn0USOhtu",
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "markdown",
"source": [
"### Prepare environment\n",
"\n",
"#### Colab: Enable the GPU runtime\n",
"Make sure you enable the GPU runtime to experience decent speed in this tutorial.\n",
"**Runtime -> Change Runtime type -> Hardware accelerator -> GPU**\n",
"\n",
"<img src=\"https://raw.githubusercontent.com/deepset-ai/haystack/master/docs/_src/img/colab_gpu_runtime.jpg\">"
],
"metadata": {
"collapsed": false,
"id": "lEKOjCS5U7so"
}
},
{
"cell_type": "code",
"execution_count": 1,
"source": [
"# Make sure you have a GPU running\n",
"!nvidia-smi"
],
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Mon Oct 25 12:02:00 2021 \n",
"+-----------------------------------------------------------------------------+\n",
"| NVIDIA-SMI 470.74 Driver Version: 460.32.03 CUDA Version: 11.2 |\n",
"|-------------------------------+----------------------+----------------------+\n",
"| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n",
"| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n",
"| | | MIG M. |\n",
"|===============================+======================+======================|\n",
"| 0 Tesla K80 Off | 00000000:00:04.0 Off | 0 |\n",
"| N/A 35C P8 27W / 149W | 0MiB / 11441MiB | 0% Default |\n",
"| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n",
" \n",
"+-----------------------------------------------------------------------------+\n",
"| Processes: |\n",
"| GPU GI CI PID Type Process name GPU Memory |\n",
"| ID ID Usage |\n",
"|=============================================================================|\n",
"| No running processes found |\n",
"+-----------------------------------------------------------------------------+\n"
]
}
],
"metadata": {
"pycharm": {
"name": "#%%\n"
},
"id": "xhFIMX_7U7ss",
"outputId": "285b2491-01e5-4bfd-cba9-c2279d4417c4",
"colab": {
"base_uri": "https://localhost:8080/"
}
}
},
{
"cell_type": "markdown",
"source": [
"## Start an Elasticsearch server\n",
"You can start Elasticsearch on your local machine instance using Docker. If Docker is not readily available in your environment (eg., in Colab notebooks), then you can manually download and execute Elasticsearch from source."
],
"metadata": {
"id": "E6H_7lAmOht8"
}
},
{
"cell_type": "code",
"execution_count": 2,
"source": [
"# Install the latest release of Haystack in your own environment \n",
"#! pip install farm-haystack\n",
"\n",
"# Install the latest master of Haystack\n",
"!pip install grpcio-tools==1.34.1\n",
"!pip install git+https://github.com/deepset-ai/haystack.git\n",
"\n",
"# If you run this notebook on Google Colab, you might need to\n",
"# restart the runtime after installing haystack."
],
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting grpcio-tools==1.34.1\n",
" Downloading grpcio_tools-1.34.1-cp37-cp37m-manylinux2014_x86_64.whl (2.5 MB)\n",
"\u001b[K |████████████████████████████████| 2.5 MB 12.2 MB/s \n",
"\u001b[?25hRequirement already satisfied: protobuf<4.0dev,>=3.5.0.post1 in /usr/local/lib/python3.7/dist-packages (from grpcio-tools==1.34.1) (3.17.3)\n",
"Requirement already satisfied: grpcio>=1.34.1 in /usr/local/lib/python3.7/dist-packages (from grpcio-tools==1.34.1) (1.41.0)\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from grpcio-tools==1.34.1) (57.4.0)\n",
"Requirement already satisfied: six>=1.5.2 in /usr/local/lib/python3.7/dist-packages (from grpcio>=1.34.1->grpcio-tools==1.34.1) (1.15.0)\n",
"Installing collected packages: grpcio-tools\n",
"Successfully installed grpcio-tools-1.34.1\n",
"Collecting git+https://github.com/deepset-ai/haystack.git\n",
" Cloning https://github.com/deepset-ai/haystack.git to /tmp/pip-req-build-x_63gv_n\n",
" Running command git clone -q https://github.com/deepset-ai/haystack.git /tmp/pip-req-build-x_63gv_n\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (57.4.0)\n",
"Requirement already satisfied: wheel in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (0.37.0)\n",
"Requirement already satisfied: torch<1.10,>1.5 in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (1.9.0+cu111)\n",
"Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (4.62.3)\n",
"Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (2.23.0)\n",
"Requirement already satisfied: scipy>=1.3.2 in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (1.4.1)\n",
"Requirement already satisfied: sklearn in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (0.0)\n",
"Collecting seqeval\n",
" Downloading seqeval-1.2.2.tar.gz (43 kB)\n",
"\u001b[K |████████████████████████████████| 43 kB 1.5 MB/s \n",
"\u001b[?25hCollecting mlflow<=1.13.1\n",
" Downloading mlflow-1.13.1-py3-none-any.whl (14.1 MB)\n",
"\u001b[K |████████████████████████████████| 14.1 MB 31 kB/s \n",
"\u001b[?25hCollecting transformers==4.7.0\n",
" Downloading transformers-4.7.0-py3-none-any.whl (2.5 MB)\n",
"\u001b[K |████████████████████████████████| 2.5 MB 34.9 MB/s \n",
"\u001b[?25hRequirement already satisfied: dill in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (0.3.4)\n",
"Requirement already satisfied: psutil in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (5.4.8)\n",
"Collecting fastapi\n",
" Downloading fastapi-0.70.0-py3-none-any.whl (51 kB)\n",
"\u001b[K |████████████████████████████████| 51 kB 586 kB/s \n",
"\u001b[?25hCollecting uvicorn\n",
" Downloading uvicorn-0.15.0-py3-none-any.whl (54 kB)\n",
"\u001b[K |████████████████████████████████| 54 kB 2.7 MB/s \n",
"\u001b[?25hCollecting gunicorn\n",
" Downloading gunicorn-20.1.0-py3-none-any.whl (79 kB)\n",
"\u001b[K |████████████████████████████████| 79 kB 7.3 MB/s \n",
"\u001b[?25hRequirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (1.1.5)\n",
"Collecting elasticsearch<=7.10,>=7.7\n",
" Downloading elasticsearch-7.10.0-py2.py3-none-any.whl (321 kB)\n",
"\u001b[K |████████████████████████████████| 321 kB 33.4 MB/s \n",
"\u001b[?25hCollecting elastic-apm\n",
" Downloading elastic_apm-6.6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (348 kB)\n",
"\u001b[K |████████████████████████████████| 348 kB 52.7 MB/s \n",
"\u001b[?25hCollecting tox\n",
" Downloading tox-3.24.4-py2.py3-none-any.whl (85 kB)\n",
"\u001b[K |████████████████████████████████| 85 kB 4.3 MB/s \n",
"\u001b[?25hRequirement already satisfied: coverage in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (3.7.1)\n",
"Collecting langdetect\n",
" Downloading langdetect-1.0.9.tar.gz (981 kB)\n",
"\u001b[K |████████████████████████████████| 981 kB 55.0 MB/s \n",
"\u001b[?25hCollecting pytesseract==0.3.7\n",
" Downloading pytesseract-0.3.7.tar.gz (13 kB)\n",
"Collecting pillow==8.3.2\n",
" Downloading Pillow-8.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.0 MB)\n",
"\u001b[K |████████████████████████████████| 3.0 MB 33.2 MB/s \n",
"\u001b[?25hCollecting pdf2image==1.14.0\n",
" Downloading pdf2image-1.14.0-py3-none-any.whl (10 kB)\n",
"Collecting sentence-transformers>=0.4.0\n",
" Downloading sentence-transformers-2.1.0.tar.gz (78 kB)\n",
"\u001b[K |████████████████████████████████| 78 kB 6.8 MB/s \n",
"\u001b[?25hCollecting python-multipart\n",
" Downloading python-multipart-0.0.5.tar.gz (32 kB)\n",
"Collecting python-docx\n",
" Downloading python-docx-0.8.11.tar.gz (5.6 MB)\n",
"\u001b[K |████████████████████████████████| 5.6 MB 37.2 MB/s \n",
"\u001b[?25hRequirement already satisfied: sqlalchemy>=1.4.2 in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (1.4.25)\n",
"Collecting sqlalchemy_utils\n",
" Downloading SQLAlchemy_Utils-0.37.9-py3-none-any.whl (100 kB)\n",
"\u001b[K |████████████████████████████████| 100 kB 8.8 MB/s \n",
"\u001b[?25hCollecting faiss-cpu>=1.6.3\n",
" Downloading faiss_cpu-1.7.1.post2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (8.4 MB)\n",
"\u001b[K |████████████████████████████████| 8.4 MB 24.8 MB/s \n",
"\u001b[?25hCollecting tika\n",
" Downloading tika-1.24.tar.gz (28 kB)\n",
"Collecting httptools\n",
" Downloading httptools-0.3.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (402 kB)\n",
"\u001b[K |████████████████████████████████| 402 kB 47.8 MB/s \n",
"\u001b[?25hRequirement already satisfied: nltk in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (3.2.5)\n",
"Requirement already satisfied: more_itertools in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (8.10.0)\n",
"Requirement already satisfied: networkx in /usr/local/lib/python3.7/dist-packages (from farm-haystack==1.0.0rc1) (2.6.3)\n",
"Collecting pymilvus\n",
" Downloading pymilvus-1.1.2-py3-none-any.whl (56 kB)\n",
"\u001b[K |████████████████████████████████| 56 kB 4.4 MB/s \n",
"\u001b[?25hCollecting SPARQLWrapper\n",
" Downloading SPARQLWrapper-1.8.5-py3-none-any.whl (26 kB)\n",
"Collecting mmh3\n",
" Downloading mmh3-3.0.0-cp37-cp37m-manylinux2010_x86_64.whl (50 kB)\n",
"\u001b[K |████████████████████████████████| 50 kB 6.9 MB/s \n",
"\u001b[?25hCollecting weaviate-client==2.5.0\n",
" Downloading weaviate_client-2.5.0-py3-none-any.whl (56 kB)\n",
"\u001b[K |████████████████████████████████| 56 kB 4.8 MB/s \n",
"\u001b[?25hCollecting ray==1.5.0\n",
" Downloading ray-1.5.0-cp37-cp37m-manylinux2014_x86_64.whl (51.5 MB)\n",
"\u001b[K |████████████████████████████████| 51.5 MB 21 kB/s \n",
"\u001b[?25hCollecting dataclasses-json\n",
" Downloading dataclasses_json-0.5.6-py3-none-any.whl (25 kB)\n",
"Collecting quantulum3\n",
" Downloading quantulum3-0.7.9-py3-none-any.whl (10.7 MB)\n",
"\u001b[K |████████████████████████████████| 10.7 MB 24.5 MB/s \n",
"\u001b[?25hCollecting psycopg2-binary\n",
" Downloading psycopg2_binary-2.9.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.4 MB)\n",
"\u001b[K |████████████████████████████████| 3.4 MB 40.0 MB/s \n",
"\u001b[?25hCollecting uvloop==0.14\n",
" Downloading uvloop-0.14.0-cp37-cp37m-manylinux2010_x86_64.whl (3.8 MB)\n",
"\u001b[K |████████████████████████████████| 3.8 MB 40.8 MB/s \n",
"\u001b[?25hRequirement already satisfied: msgpack<2.0.0,>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (1.0.2)\n",
"Collecting colorama\n",
" Downloading colorama-0.4.4-py2.py3-none-any.whl (16 kB)\n",
"Requirement already satisfied: jsonschema in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (2.6.0)\n",
"Requirement already satisfied: pyyaml in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (3.13)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (3.3.0)\n",
"Collecting aiohttp\n",
" Downloading aiohttp-3.7.4.post0-cp37-cp37m-manylinux2014_x86_64.whl (1.3 MB)\n",
"\u001b[K |████████████████████████████████| 1.3 MB 27.6 MB/s \n",
"\u001b[?25hRequirement already satisfied: click>=7.0 in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (7.1.2)\n",
"Collecting pydantic>=1.8\n",
" Downloading pydantic-1.8.2-cp37-cp37m-manylinux2014_x86_64.whl (10.1 MB)\n",
"\u001b[K |████████████████████████████████| 10.1 MB 36.2 MB/s \n",
"\u001b[?25hCollecting opencensus\n",
" Downloading opencensus-0.8.0-py2.py3-none-any.whl (128 kB)\n",
"\u001b[K |████████████████████████████████| 128 kB 50.9 MB/s \n",
"\u001b[?25hCollecting aioredis\n",
" Downloading aioredis-2.0.0-py3-none-any.whl (69 kB)\n",
"\u001b[K |████████████████████████████████| 69 kB 6.7 MB/s \n",
"\u001b[?25hRequirement already satisfied: grpcio>=1.28.1 in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (1.41.0)\n",
"Collecting py-spy>=0.2.0\n",
" Downloading py_spy-0.3.10-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (3.2 MB)\n",
"\u001b[K |████████████████████████████████| 3.2 MB 41.5 MB/s \n",
"\u001b[?25hCollecting redis>=3.5.0\n",
" Downloading redis-3.5.3-py2.py3-none-any.whl (72 kB)\n",
"\u001b[K |████████████████████████████████| 72 kB 516 kB/s \n",
"\u001b[?25hRequirement already satisfied: prometheus-client>=0.7.1 in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (0.11.0)\n",
"Requirement already satisfied: protobuf>=3.15.3 in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (3.17.3)\n",
"Requirement already satisfied: numpy>=1.16 in /usr/local/lib/python3.7/dist-packages (from ray==1.5.0->farm-haystack==1.0.0rc1) (1.19.5)\n",
"Collecting aiohttp-cors\n",
" Downloading aiohttp_cors-0.7.0-py3-none-any.whl (27 kB)\n",
"Collecting gpustat\n",
" Downloading gpustat-0.6.0.tar.gz (78 kB)\n",
"\u001b[K |████████████████████████████████| 78 kB 6.5 MB/s \n",
"\u001b[?25hCollecting sacremoses\n",
" Downloading sacremoses-0.0.46-py3-none-any.whl (895 kB)\n",
"\u001b[K |████████████████████████████████| 895 kB 47.7 MB/s \n",
"\u001b[?25hRequirement already satisfied: packaging in /usr/local/lib/python3.7/dist-packages (from transformers==4.7.0->farm-haystack==1.0.0rc1) (21.0)\n",
"Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from transformers==4.7.0->farm-haystack==1.0.0rc1) (4.8.1)\n",
"Collecting tokenizers<0.11,>=0.10.1\n",
" Downloading tokenizers-0.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (3.3 MB)\n",
"\u001b[K |████████████████████████████████| 3.3 MB 33.8 MB/s \n",
"\u001b[?25hRequirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers==4.7.0->farm-haystack==1.0.0rc1) (2019.12.20)\n",
"Collecting huggingface-hub==0.0.8\n",
" Downloading huggingface_hub-0.0.8-py3-none-any.whl (34 kB)\n",
"Collecting validators>=0.18.2\n",
" Downloading validators-0.18.2-py3-none-any.whl (19 kB)\n",
"Requirement already satisfied: urllib3<2,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from elasticsearch<=7.10,>=7.7->farm-haystack==1.0.0rc1) (1.24.3)\n",
"Requirement already satisfied: certifi in /usr/local/lib/python3.7/dist-packages (from elasticsearch<=7.10,>=7.7->farm-haystack==1.0.0rc1) (2021.5.30)\n",
"Requirement already satisfied: six>=1.5.2 in /usr/local/lib/python3.7/dist-packages (from grpcio>=1.28.1->ray==1.5.0->farm-haystack==1.0.0rc1) (1.15.0)\n",
"Requirement already satisfied: python-dateutil in /usr/local/lib/python3.7/dist-packages (from mlflow<=1.13.1->farm-haystack==1.0.0rc1) (2.8.2)\n",
"Collecting databricks-cli>=0.8.7\n",
" Downloading databricks-cli-0.16.2.tar.gz (58 kB)\n",
"\u001b[K |████████████████████████████████| 58 kB 5.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: Flask in /usr/local/lib/python3.7/dist-packages (from mlflow<=1.13.1->farm-haystack==1.0.0rc1) (1.1.4)\n",
"Requirement already satisfied: sqlparse>=0.3.1 in /usr/local/lib/python3.7/dist-packages (from mlflow<=1.13.1->farm-haystack==1.0.0rc1) (0.4.2)\n",
"Requirement already satisfied: entrypoints in /usr/local/lib/python3.7/dist-packages (from mlflow<=1.13.1->farm-haystack==1.0.0rc1) (0.3)\n",
"Collecting docker>=4.0.0\n",
" Downloading docker-5.0.3-py2.py3-none-any.whl (146 kB)\n",
"\u001b[K |████████████████████████████████| 146 kB 48.8 MB/s \n",
"\u001b[?25hCollecting gitpython>=2.1.0\n",
" Downloading GitPython-3.1.24-py3-none-any.whl (180 kB)\n",
"\u001b[K |████████████████████████████████| 180 kB 50.6 MB/s \n",
"\u001b[?25hCollecting azure-storage-blob>=12.0.0\n",
" Downloading azure_storage_blob-12.9.0-py2.py3-none-any.whl (356 kB)\n",
"\u001b[K |████████████████████████████████| 356 kB 51.9 MB/s \n",
"\u001b[?25hCollecting querystring-parser\n",
" Downloading querystring_parser-1.2.4-py2.py3-none-any.whl (7.9 kB)\n",
"Collecting alembic<=1.4.1\n",
" Downloading alembic-1.4.1.tar.gz (1.1 MB)\n",
"\u001b[K |████████████████████████████████| 1.1 MB 37.8 MB/s \n",
"\u001b[?25hCollecting prometheus-flask-exporter\n",
" Downloading prometheus_flask_exporter-0.18.4-py3-none-any.whl (17 kB)\n",
"Requirement already satisfied: cloudpickle in /usr/local/lib/python3.7/dist-packages (from mlflow<=1.13.1->farm-haystack==1.0.0rc1) (1.3.0)\n",
"Collecting Mako\n",
" Downloading Mako-1.1.5-py2.py3-none-any.whl (75 kB)\n",
"\u001b[K |████████████████████████████████| 75 kB 4.1 MB/s \n",
"\u001b[?25hCollecting python-editor>=0.3\n",
" Downloading python_editor-1.0.4-py3-none-any.whl (4.9 kB)\n",
"Collecting azure-core<2.0.0,>=1.10.0\n",
" Downloading azure_core-1.19.0-py2.py3-none-any.whl (176 kB)\n",
"\u001b[K |████████████████████████████████| 176 kB 52.9 MB/s \n",
"\u001b[?25hCollecting cryptography>=2.1.4\n",
" Downloading cryptography-35.0.0-cp36-abi3-manylinux_2_24_x86_64.whl (3.5 MB)\n",
"\u001b[K |████████████████████████████████| 3.5 MB 33.3 MB/s \n",
"\u001b[?25hCollecting msrest>=0.6.21\n",
" Downloading msrest-0.6.21-py2.py3-none-any.whl (85 kB)\n",
"\u001b[K |████████████████████████████████| 85 kB 3.9 MB/s \n",
"\u001b[?25hRequirement already satisfied: cffi>=1.12 in /usr/local/lib/python3.7/dist-packages (from cryptography>=2.1.4->azure-storage-blob>=12.0.0->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (1.14.6)\n",
"Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi>=1.12->cryptography>=2.1.4->azure-storage-blob>=12.0.0->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (2.20)\n",
"Requirement already satisfied: tabulate>=0.7.7 in /usr/local/lib/python3.7/dist-packages (from databricks-cli>=0.8.7->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (0.8.9)\n",
"Collecting websocket-client>=0.32.0\n",
" Downloading websocket_client-1.2.1-py2.py3-none-any.whl (52 kB)\n",
"\u001b[K |████████████████████████████████| 52 kB 1.5 MB/s \n",
"\u001b[?25hRequirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.7/dist-packages (from gitpython>=2.1.0->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (3.7.4.3)\n",
"Collecting gitdb<5,>=4.0.1\n",
" Downloading gitdb-4.0.9-py3-none-any.whl (63 kB)\n",
"\u001b[K |████████████████████████████████| 63 kB 1.8 MB/s \n",
"\u001b[?25hCollecting smmap<6,>=3.0.1\n",
" Downloading smmap-5.0.0-py3-none-any.whl (24 kB)\n",
"Requirement already satisfied: requests-oauthlib>=0.5.0 in /usr/local/lib/python3.7/dist-packages (from msrest>=0.6.21->azure-storage-blob>=12.0.0->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (1.3.0)\n",
"Collecting isodate>=0.6.0\n",
" Downloading isodate-0.6.0-py2.py3-none-any.whl (45 kB)\n",
"\u001b[K |████████████████████████████████| 45 kB 3.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->farm-haystack==1.0.0rc1) (3.0.4)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->farm-haystack==1.0.0rc1) (2.10)\n",
"Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.5.0->msrest>=0.6.21->azure-storage-blob>=12.0.0->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (3.1.1)\n",
"Requirement already satisfied: torchvision in /usr/local/lib/python3.7/dist-packages (from sentence-transformers>=0.4.0->farm-haystack==1.0.0rc1) (0.10.0+cu111)\n",
"Requirement already satisfied: scikit-learn in /usr/local/lib/python3.7/dist-packages (from sentence-transformers>=0.4.0->farm-haystack==1.0.0rc1) (0.22.2.post1)\n",
"Collecting sentencepiece\n",
" Downloading sentencepiece-0.1.96-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.2 MB)\n",
"\u001b[K |████████████████████████████████| 1.2 MB 53.1 MB/s \n",
"\u001b[?25hRequirement already satisfied: greenlet!=0.4.17 in /usr/local/lib/python3.7/dist-packages (from sqlalchemy>=1.4.2->farm-haystack==1.0.0rc1) (1.1.2)\n",
"Requirement already satisfied: decorator>=3.4.0 in /usr/local/lib/python3.7/dist-packages (from validators>=0.18.2->weaviate-client==2.5.0->farm-haystack==1.0.0rc1) (4.4.2)\n",
"Collecting multidict<7.0,>=4.5\n",
" Downloading multidict-5.2.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (160 kB)\n",
"\u001b[K |████████████████████████████████| 160 kB 48.0 MB/s \n",
"\u001b[?25hCollecting async-timeout<4.0,>=3.0\n",
" Downloading async_timeout-3.0.1-py3-none-any.whl (8.2 kB)\n",
"Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->ray==1.5.0->farm-haystack==1.0.0rc1) (21.2.0)\n",
"Collecting yarl<2.0,>=1.0\n",
" Downloading yarl-1.7.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (271 kB)\n",
"\u001b[K |████████████████████████████████| 271 kB 48.9 MB/s \n",
"\u001b[?25hCollecting typing-inspect>=0.4.0\n",
" Downloading typing_inspect-0.7.1-py3-none-any.whl (8.4 kB)\n",
"Collecting marshmallow-enum<2.0.0,>=1.5.1\n",
" Downloading marshmallow_enum-1.5.1-py2.py3-none-any.whl (4.2 kB)\n",
"Collecting marshmallow<4.0.0,>=3.3.0\n",
" Downloading marshmallow-3.14.0-py3-none-any.whl (47 kB)\n",
"\u001b[K |████████████████████████████████| 47 kB 4.4 MB/s \n",
"\u001b[?25hCollecting mypy-extensions>=0.3.0\n",
" Downloading mypy_extensions-0.4.3-py2.py3-none-any.whl (4.5 kB)\n",
"Collecting starlette==0.16.0\n",
" Downloading starlette-0.16.0-py3-none-any.whl (61 kB)\n",
"\u001b[K |████████████████████████████████| 61 kB 261 kB/s \n",
"\u001b[?25hCollecting anyio<4,>=3.0.0\n",
" Downloading anyio-3.3.4-py3-none-any.whl (78 kB)\n",
"\u001b[K |████████████████████████████████| 78 kB 6.5 MB/s \n",
"\u001b[?25hCollecting sniffio>=1.1\n",
" Downloading sniffio-1.2.0-py3-none-any.whl (10 kB)\n",
"Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from Flask->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (1.0.1)\n",
"Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from Flask->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (1.1.0)\n",
"Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from Flask->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (2.11.3)\n",
"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->Flask->mlflow<=1.13.1->farm-haystack==1.0.0rc1) (2.0.1)\n",
"Requirement already satisfied: nvidia-ml-py3>=7.352.0 in /usr/local/lib/python3.7/dist-packages (from gpustat->ray==1.5.0->farm-haystack==1.0.0rc1) (7.352.0)\n",
"Collecting blessings>=1.6\n",
" Downloading blessings-1.7-py3-none-any.whl (18 kB)\n",
"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata->transformers==4.7.0->farm-haystack==1.0.0rc1) (3.6.0)\n",
"Collecting opencensus-context==0.1.2\n",
" Downloading opencensus_context-0.1.2-py2.py3-none-any.whl (4.4 kB)\n",
"Requirement already satisfied: google-api-core<3.0.0,>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (1.26.3)\n",
"Requirement already satisfied: googleapis-common-protos<2.0dev,>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (1.53.0)\n",
"Requirement already satisfied: pytz in /usr/local/lib/python3.7/dist-packages (from google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (2018.9)\n",
"Requirement already satisfied: google-auth<2.0dev,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (1.35.0)\n",
"Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.7/dist-packages (from google-auth<2.0dev,>=1.21.1->google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (4.7.2)\n",
"Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<2.0dev,>=1.21.1->google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (4.2.4)\n",
"Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<2.0dev,>=1.21.1->google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (0.2.8)\n",
"Requirement already satisfied: pyparsing>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging->transformers==4.7.0->farm-haystack==1.0.0rc1) (2.4.7)\n",
"Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.7/dist-packages (from pyasn1-modules>=0.2.1->google-auth<2.0dev,>=1.21.1->google-api-core<3.0.0,>=1.0.0->opencensus->ray==1.5.0->farm-haystack==1.0.0rc1) (0.4.8)\n",
"Collecting ujson>=2.0.0\n",
" Downloading ujson-4.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (214 kB)\n",
"\u001b[K |████████████████████████████████| 214 kB 52.7 MB/s \n",
"\u001b[?25hRequirement already satisfied: grpcio-tools<1.38.0,>=1.22.0 in /usr/local/lib/python3.7/dist-packages (from pymilvus->farm-haystack==1.0.0rc1) (1.34.1)\n",
"Collecting grpcio>=1.28.1\n",
" Downloading grpcio-1.37.1-cp37-cp37m-manylinux2014_x86_64.whl (4.2 MB)\n",
"\u001b[K |████████████████████████████████| 4.2 MB 34.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: lxml>=2.3.2 in /usr/local/lib/python3.7/dist-packages (from python-docx->farm-haystack==1.0.0rc1) (4.2.6)\n",
"Collecting num2words\n",
" Downloading num2words-0.5.10-py3-none-any.whl (101 kB)\n",
"\u001b[K |████████████████████████████████| 101 kB 11.2 MB/s \n",
"\u001b[?25hRequirement already satisfied: inflect in /usr/local/lib/python3.7/dist-packages (from quantulum3->farm-haystack==1.0.0rc1) (2.1.0)\n",
"Requirement already satisfied: docopt>=0.6.2 in /usr/local/lib/python3.7/dist-packages (from num2words->quantulum3->farm-haystack==1.0.0rc1) (0.6.2)\n",
"Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers==4.7.0->farm-haystack==1.0.0rc1) (1.0.1)\n",
"Collecting rdflib>=4.0\n",
" Downloading rdflib-6.0.2-py3-none-any.whl (407 kB)\n",
"\u001b[K |████████████████████████████████| 407 kB 45.9 MB/s \n",
"\u001b[?25hCollecting virtualenv!=20.0.0,!=20.0.1,!=20.0.2,!=20.0.3,!=20.0.4,!=20.0.5,!=20.0.6,!=20.0.7,>=16.0.0\n",
" Downloading virtualenv-20.9.0-py2.py3-none-any.whl (5.6 MB)\n",
"\u001b[K |████████████████████████████████| 5.6 MB 46.7 MB/s \n",
"\u001b[?25hCollecting pluggy>=0.12.0\n",
" Downloading pluggy-1.0.0-py2.py3-none-any.whl (13 kB)\n",
"Requirement already satisfied: toml>=0.9.4 in /usr/local/lib/python3.7/dist-packages (from tox->farm-haystack==1.0.0rc1) (0.10.2)\n",
"Requirement already satisfied: py>=1.4.17 in /usr/local/lib/python3.7/dist-packages (from tox->farm-haystack==1.0.0rc1) (1.10.0)\n",
"Collecting platformdirs<3,>=2\n",
" Downloading platformdirs-2.4.0-py3-none-any.whl (14 kB)\n",
"Collecting backports.entry-points-selectable>=1.0.4\n",
" Downloading backports.entry_points_selectable-1.1.0-py2.py3-none-any.whl (6.2 kB)\n",
"Collecting distlib<1,>=0.3.1\n",
" Downloading distlib-0.3.3-py2.py3-none-any.whl (496 kB)\n",
"\u001b[K |████████████████████████████████| 496 kB 51.2 MB/s \n",
"\u001b[?25hCollecting h11>=0.8\n",
" Downloading h11-0.12.0-py3-none-any.whl (54 kB)\n",
"\u001b[K |████████████████████████████████| 54 kB 3.2 MB/s \n",
"\u001b[?25hCollecting asgiref>=3.4.0\n",
" Downloading asgiref-3.4.1-py3-none-any.whl (25 kB)\n",
"Building wheels for collected packages: farm-haystack, pytesseract, alembic, databricks-cli, sentence-transformers, gpustat, langdetect, python-docx, python-multipart, seqeval, tika\n",
" Building wheel for farm-haystack (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for farm-haystack: filename=farm_haystack-1.0.0rc1-py3-none-any.whl size=343843 sha256=db4b7454c22f16b3e7a42d15f6080cc1a6e520b05d1de2e2b47dc818df5e4524\n",
" Stored in directory: /tmp/pip-ephem-wheel-cache-s3i7tkob/wheels/a7/05/3b/9b33368d9af06a39f8e6af2e97fa2af876e893ade323cfc2c9\n",
" Building wheel for pytesseract (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for pytesseract: filename=pytesseract-0.3.7-py2.py3-none-any.whl size=13954 sha256=a7384f54aebc426b35ef6cea754bbeb14d85cb0ed3c42031ddc843b67135bc95\n",
" Stored in directory: /root/.cache/pip/wheels/67/71/6c/7a8c5ca2e699752506999ae7baeb692e2b4fc6488c2cddcb22\n",
" Building wheel for alembic (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for alembic: filename=alembic-1.4.1-py2.py3-none-any.whl size=158172 sha256=8e165a10131570340768847c36fe37dbc5aad8b21b85e31ee76a8bca6806c14b\n",
" Stored in directory: /root/.cache/pip/wheels/be/5d/0a/9e13f53f4f5dfb67cd8d245bb7cdffe12f135846f491a283e3\n",
" Building wheel for databricks-cli (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for databricks-cli: filename=databricks_cli-0.16.2-py3-none-any.whl size=106811 sha256=fbaedb547d61c892ee81b7d0077ec7fb626d4f05f32fe2abb2beeb5df4daeeee\n",
" Stored in directory: /root/.cache/pip/wheels/f4/5c/ed/e1ce20a53095f63b27b4964abbad03e59cf3472822addf7d29\n",
" Building wheel for sentence-transformers (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for sentence-transformers: filename=sentence_transformers-2.1.0-py3-none-any.whl size=121000 sha256=493e12bc419d20a35c1fea5ec8fd37101ccfd77ac9525057d2bed5c429961d39\n",
" Stored in directory: /root/.cache/pip/wheels/90/f0/bb/ed1add84da70092ea526466eadc2bfb197c4bcb8d4fa5f7bad\n",
" Building wheel for gpustat (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for gpustat: filename=gpustat-0.6.0-py3-none-any.whl size=12617 sha256=59857b12cb4a13c77bd4127921c88b45f29c64b3391a16d2dab09bf24b7305b1\n",
" Stored in directory: /root/.cache/pip/wheels/e6/67/af/f1ad15974b8fd95f59a63dbf854483ebe5c7a46a93930798b8\n",
" Building wheel for langdetect (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for langdetect: filename=langdetect-1.0.9-py3-none-any.whl size=993242 sha256=6f6cb9ee9b2a5ee3930285b521b2a70e63b0be49921560f546f649ef7d1094bc\n",
" Stored in directory: /root/.cache/pip/wheels/c5/96/8a/f90c59ed25d75e50a8c10a1b1c2d4c402e4dacfa87f3aff36a\n",
" Building wheel for python-docx (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for python-docx: filename=python_docx-0.8.11-py3-none-any.whl size=184508 sha256=5eff3377f94b0946d0688f0447febc586930ea381e70a5f16eac38d39c235421\n",
" Stored in directory: /root/.cache/pip/wheels/f6/6f/b9/d798122a8b55b74ad30b5f52b01482169b445fbb84a11797a6\n",
" Building wheel for python-multipart (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for python-multipart: filename=python_multipart-0.0.5-py3-none-any.whl size=31678 sha256=0492c5e0d3d6feb0bc9348ac2e8e1a19ce1887ce063e6b73aa022d3da24ca832\n",
" Stored in directory: /root/.cache/pip/wheels/2c/41/7c/bfd1c180534ffdcc0972f78c5758f89881602175d48a8bcd2c\n",
" Building wheel for seqeval (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for seqeval: filename=seqeval-1.2.2-py3-none-any.whl size=16181 sha256=def2419cd582fa55399056ac684764a30b871423d2695d24a520a42405c8eb46\n",
" Stored in directory: /root/.cache/pip/wheels/05/96/ee/7cac4e74f3b19e3158dce26a20a1c86b3533c43ec72a549fd7\n",
" Building wheel for tika (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for tika: filename=tika-1.24-py3-none-any.whl size=32891 sha256=75209167e6dd491a1862992f14e4af3c15df646a6bafb2414fcc39e80df07cfa\n",
" Stored in directory: /root/.cache/pip/wheels/ec/2b/38/58ff05467a742e32f67f5d0de048fa046e764e2fbb25ac93f3\n",
"Successfully built farm-haystack pytesseract alembic databricks-cli sentence-transformers gpustat langdetect python-docx python-multipart seqeval tika\n",
"Installing collected packages: multidict, yarl, sniffio, smmap, isodate, async-timeout, websocket-client, tokenizers, sacremoses, python-editor, platformdirs, pillow, opencensus-context, mypy-extensions, msrest, marshmallow, Mako, huggingface-hub, grpcio, gitdb, distlib, cryptography, blessings, backports.entry-points-selectable, azure-core, anyio, aiohttp, virtualenv, validators, ujson, typing-inspect, transformers, starlette, sentencepiece, redis, rdflib, querystring-parser, pydantic, py-spy, prometheus-flask-exporter, pluggy, opencensus, num2words, marshmallow-enum, h11, gunicorn, gpustat, gitpython, docker, databricks-cli, colorama, azure-storage-blob, asgiref, alembic, aioredis, aiohttp-cors, weaviate-client, uvloop, uvicorn, tox, tika, sqlalchemy-utils, SPARQLWrapper, seqeval, sentence-transformers, ray, quantulum3, python-multipart, python-docx, pytesseract, pymilvus, psycopg2-binary, pdf2image, mmh3, mlflow, langdetect, httptools, fastapi, faiss-cpu, elasticsearch, elastic-apm, dataclasses-json, farm-haystack\n",
" Attempting uninstall: pillow\n",
" Found existing installation: Pillow 7.1.2\n",
" Uninstalling Pillow-7.1.2:\n",
" Successfully uninstalled Pillow-7.1.2\n",
" Attempting uninstall: grpcio\n",
" Found existing installation: grpcio 1.41.0\n",
" Uninstalling grpcio-1.41.0:\n",
" Successfully uninstalled grpcio-1.41.0\n",
" Attempting uninstall: pluggy\n",
" Found existing installation: pluggy 0.7.1\n",
" Uninstalling pluggy-0.7.1:\n",
" Successfully uninstalled pluggy-0.7.1\n",
"\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
"pytest 3.6.4 requires pluggy<0.8,>=0.5, but you have pluggy 1.0.0 which is incompatible.\n",
"datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\n",
"albumentations 0.1.12 requires imgaug<0.2.7,>=0.2.5, but you have imgaug 0.2.9 which is incompatible.\u001b[0m\n",
"Successfully installed Mako-1.1.5 SPARQLWrapper-1.8.5 aiohttp-3.7.4.post0 aiohttp-cors-0.7.0 aioredis-2.0.0 alembic-1.4.1 anyio-3.3.4 asgiref-3.4.1 async-timeout-3.0.1 azure-core-1.19.0 azure-storage-blob-12.9.0 backports.entry-points-selectable-1.1.0 blessings-1.7 colorama-0.4.4 cryptography-35.0.0 databricks-cli-0.16.2 dataclasses-json-0.5.6 distlib-0.3.3 docker-5.0.3 elastic-apm-6.6.0 elasticsearch-7.10.0 faiss-cpu-1.7.1.post2 farm-haystack-1.0.0rc1 fastapi-0.70.0 gitdb-4.0.9 gitpython-3.1.24 gpustat-0.6.0 grpcio-1.37.1 gunicorn-20.1.0 h11-0.12.0 httptools-0.3.0 huggingface-hub-0.0.8 isodate-0.6.0 langdetect-1.0.9 marshmallow-3.14.0 marshmallow-enum-1.5.1 mlflow-1.13.1 mmh3-3.0.0 msrest-0.6.21 multidict-5.2.0 mypy-extensions-0.4.3 num2words-0.5.10 opencensus-0.8.0 opencensus-context-0.1.2 pdf2image-1.14.0 pillow-8.3.2 platformdirs-2.4.0 pluggy-1.0.0 prometheus-flask-exporter-0.18.4 psycopg2-binary-2.9.1 py-spy-0.3.10 pydantic-1.8.2 pymilvus-1.1.2 pytesseract-0.3.7 python-docx-0.8.11 python-editor-1.0.4 python-multipart-0.0.5 quantulum3-0.7.9 querystring-parser-1.2.4 ray-1.5.0 rdflib-6.0.2 redis-3.5.3 sacremoses-0.0.46 sentence-transformers-2.1.0 sentencepiece-0.1.96 seqeval-1.2.2 smmap-5.0.0 sniffio-1.2.0 sqlalchemy-utils-0.37.9 starlette-0.16.0 tika-1.24 tokenizers-0.10.3 tox-3.24.4 transformers-4.7.0 typing-inspect-0.7.1 ujson-4.2.0 uvicorn-0.15.0 uvloop-0.14.0 validators-0.18.2 virtualenv-20.9.0 weaviate-client-2.5.0 websocket-client-1.2.1 yarl-1.7.0\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.colab-display-data+json": {
"pip_warning": {
"packages": [
"PIL"
]
}
}
},
"metadata": {}
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"id": "vgmFOp82Oht_",
"pycharm": {
"name": "#%%\n"
},
"outputId": "5bbcbb42-3a90-43a9-ebfd-598a98fa7143"
}
},
{
"cell_type": "code",
"execution_count": 3,
"source": [
"# In Colab / No Docker environments: Start Elasticsearch from source\n",
"! wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-7.9.2-linux-x86_64.tar.gz -q\n",
"! tar -xzf elasticsearch-7.9.2-linux-x86_64.tar.gz\n",
"! chown -R daemon:daemon elasticsearch-7.9.2\n",
"\n",
"import os\n",
"from subprocess import Popen, PIPE, STDOUT\n",
"es_server = Popen(['elasticsearch-7.9.2/bin/elasticsearch'],\n",
" stdout=PIPE, stderr=STDOUT,\n",
" preexec_fn=lambda: os.setuid(1) # as daemon\n",
" )\n",
"# wait until ES has started\n",
"! sleep 30"
],
"outputs": [],
"metadata": {
"id": "tNoaWcDKOhuL",
"pycharm": {
"is_executing": true,
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": 1,
"source": [
"from haystack.modeling.utils import initialize_device_settings\n",
"\n",
"device, n_gpu = initialize_device_settings(use_cuda=True)"
],
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"/usr/local/lib/python3.7/dist-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.\n",
" \"update your install command.\", FutureWarning)\n"
]
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "w0MHgxrYOhur",
"pycharm": {
"name": "#%%\n"
},
"outputId": "b1db4179-b278-4e42-f326-509292b94fbd"
}
},
{
"cell_type": "code",
"execution_count": 2,
"source": [
"from haystack.utils import fetch_archive_from_http\n",
"\n",
"# Download evaluation data, which is a subset of Natural Questions development set containing 50 documents\n",
"doc_dir = \"../data/nq\"\n",
"s3_url = \"https://s3.eu-central-1.amazonaws.com/deepset.ai-farm-qa/datasets/nq_dev_subset_v2.json.zip\"\n",
"fetch_archive_from_http(url=s3_url, output_dir=doc_dir)"
],
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"True"
]
},
"metadata": {},
"execution_count": 2
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "tTXxr6TAOhuz",
"pycharm": {
"name": "#%%\n"
},
"outputId": "586d4775-4354-4ed9-a72c-c30bedcdfbee"
}
},
{
"cell_type": "code",
"execution_count": 3,
"source": [
"# make sure these indices do not collide with existing ones, the indices will be wiped clean before data is inserted\n",
"doc_index = \"tutorial5_docs\"\n",
"label_index = \"tutorial5_labels\""
],
"outputs": [],
"metadata": {
"id": "T-G7Ay2jU7s_"
}
},
{
"cell_type": "code",
"execution_count": 4,
"source": [
"# Connect to Elasticsearch\n",
"from haystack.document_stores import ElasticsearchDocumentStore\n",
"\n",
"# Connect to Elasticsearch\n",
"document_store = ElasticsearchDocumentStore(host=\"localhost\", username=\"\", password=\"\", index=\"document\",\n",
" create_index=False, embedding_field=\"emb\",\n",
" embedding_dim=768, excluded_meta_data=[\"emb\"])"
],
"outputs": [],
"metadata": {
"id": "B_NEtezLOhu5",
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": 5,
"source": [
"from haystack.nodes import PreProcessor\n",
"\n",
"# Add evaluation data to Elasticsearch Document Store\n",
"# We first delete the custom tutorial indices to not have duplicate elements\n",
"# and also split our documents into shorter passages using the PreProcessor\n",
"preprocessor = PreProcessor(\n",
" split_length=200,\n",
" split_overlap=0,\n",
" split_respect_sentence_boundary=False,\n",
" clean_empty_lines=False,\n",
" clean_whitespace=False\n",
")\n",
"document_store.delete_documents(index=doc_index)\n",
"document_store.delete_documents(index=label_index)\n",
"document_store.add_eval_data(\n",
" filename=\"../data/nq/nq_dev_subset_v2.json\",\n",
" doc_index=doc_index,\n",
" label_index=label_index,\n",
" preprocessor=preprocessor\n",
")\n",
"\n",
"# Let's prepare the labels that we need for the retriever and the reader\n",
"labels = document_store.get_all_labels_aggregated(index=label_index, drop_negative_labels=True, drop_no_answers=False)"
],
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"[nltk_data] Downloading package punkt to /root/nltk_data...\n",
"[nltk_data] Unzipping tokenizers/punkt.zip.\n"
]
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "bRFsQUAJOhu_",
"pycharm": {
"name": "#%%\n"
},
"outputId": "477031b9-5c2c-4128-ef5f-54db86259734"
}
},
{
"cell_type": "markdown",
"source": [
"## Initialize components of QA-System"
],
"metadata": {
"id": "gy8YwmSYOhvE",
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "code",
"execution_count": 6,
"source": [
"# Initialize Retriever\n",
"from haystack.nodes import ElasticsearchRetriever\n",
"retriever = ElasticsearchRetriever(document_store=document_store)\n",
"# Alternative: Evaluate dense Retrievers (DPR and SentenceTransformers)\n",
"# Dense Passage Retrieval uses a separate transformer based encoder for query and document each\n",
"# SentenceTransformers have a single encoder for both\n",
"# Please make sure the \"embedding_dim\" parameter in the DocumentStore above matches the output dimension of you models!\n",
"# Please also take care that the PreProcessor splits your files into chunks that can be completely converted with\n",
"# the max_seq_len limitations of Transformers\n",
"# The SentenceTransformer model \"all-mpnet-base-v2\" generelly works well on any kind of english text.\n",
"# For more information check out the documentation at: https://www.sbert.net/docs/pretrained_models.html\n",
"# from haystack.retriever import DensePassageRetriever, EmbeddingRetriever\n",
"# retriever = DensePassageRetriever(document_store=document_store,\n",
"# query_embedding_model=\"facebook/dpr-question_encoder-single-nq-base\",\n",
"# passage_embedding_model=\"facebook/dpr-ctx_encoder-single-nq-base\",\n",
"# use_gpu=True,\n",
"# max_seq_len_passage=256,\n",
"# embed_title=True)\n",
"# retriever = EmbeddingRetriever(document_store=document_store, model_format=\"sentence_transformers\",\n",
"# embedding_model=\"all-mpnet-base-v2\")\n",
"# document_store.update_embeddings(retriever, index=doc_index)"
],
"outputs": [],
"metadata": {
"id": "JkhaPMIJOhvF",
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": 7,
"source": [
"# Initialize Reader\n",
"from haystack.nodes import FARMReader\n",
"\n",
"reader = FARMReader(\"deepset/roberta-base-squad2\", top_k=4, return_no_answer=True)\n"
],
"outputs": [
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "118aedffeecd4f109ae04a4561baeb08",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/571 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "6f7ddc1720344ba9b939a8e4ac593d67",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/496M [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Some weights of the model checkpoint at deepset/roberta-base-squad2 were not used when initializing RobertaModel: ['qa_outputs.bias', 'qa_outputs.weight']\n",
"- This IS expected if you are initializing RobertaModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n",
"- This IS NOT expected if you are initializing RobertaModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n",
"Some weights of RobertaModel were not initialized from the model checkpoint at deepset/roberta-base-squad2 and are newly initialized: ['roberta.pooler.dense.bias', 'roberta.pooler.dense.weight']\n",
"You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "59039df74ce64c2f9e91663b6498c29c",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/899k [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5db857b352964db3a617568ff1dce86d",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/456k [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "36f855f41cc1488f9d92ec34bb8d30b0",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/772 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "69750fea2e7149eab8928282ba9bae29",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/79.0 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"ML Logging is turned off. No parameters, metrics or artifacts will be logged to MLFlow.\n"
]
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 313,
"referenced_widgets": [
"118aedffeecd4f109ae04a4561baeb08",
"59efb57b419242a1aba4d20084e29d38",
"ddaf59cedca143c8b4fe005a51077323",
"25d7818d6f7b4b628ab3f83f2c2fa6a3",
"48431fa7696540fc9696799f75166680",
"a21f4958105f4b3ca32f0977bcfd7d48",
"3d211e6614f4451e9d14866cb3a8332d",
"3df3da3d04d5448c810bd00f66bd3a0e",
"8dfc1480100f43e0b4ea2fc2fb9279d3",
"0618a236cc14473f92257aebbc3d930d",
"8e0958b5dc27412e9f0332da3457ffdb",
"6f7ddc1720344ba9b939a8e4ac593d67",
"b480c97c1d9944b9a8dd09ed6e1e9bd3",
"ed683929822b4084ba33e89b23936b16",
"94c88d0fc3f949fbacfb6b4fcd99cc63",
"b262e92ff6484405a0e9364f6ecafb6a",
"bacf1704dbaf4176afbe2cbcc8e036ef",
"fe56b1d86ab84675b82781a1f8edd40a",
"d7e3c8e1e0424cec9dc1b97090b5af87",
"98da94a8d7b94fb4a08adcebea15e114",
"13b75146701145808315dc87d598b3f9",
"2bd3bd51ae644c1894a2ddca09d14e85",
"59039df74ce64c2f9e91663b6498c29c",
"9e130b97f0f4463f85df834d0f99d6ef",
"2c028a3f096344d68071d78387efa117",
"4d922fb301f944fbb0218335a28cf6e5",
"05d82995d5a94b5db39bf639d1cc05c2",
"76f4af76b42f460fa34d5f00a9656dc5",
"73d7fdd3f38349b4882124d8351eace5",
"ea439e2251ed467fb3a775f0c8e0c3bb",
"b6729cc6ba084677af55ac63c819b72f",
"fc011913e8464d439a97fe75ef5f9fa1",
"8a9f9b7bab8e40278430a35720066a61",
"5db857b352964db3a617568ff1dce86d",
"7752437041f745a4af4b9130df3fefa7",
"5f94d400ea884c1cadfc966e44849b3a",
"0d34710578ac4c1db6fe372b5d1215b4",
"994ae85181664e2e87a2ee18a7a237ba",
"368a61e33c3144bfa3cc94af10691146",
"ccfd1a0b6f494d8a9d78e7387261fba8",
"db57281b3d7a448fbd2d63d8f127ea3e",
"978b165c69dd4e14b8479ea7bd8cb1e5",
"6f028c7e888e4ae5ab5c1e42ff142b5f",
"c8ba8c2a210b45f6a9b5257589babac3",
"36f855f41cc1488f9d92ec34bb8d30b0",
"1d5d220bedc54dbdbacb9c43767bf64d",
"0523b10429d04f3d81d7078a13a12168",
"64cd5b6f0c4d4631a1049ee7ee50f063",
"eb11ea5785284bf6a15cc31ad643ed88",
"807e4eee3b2c440c8799afcc6344ff5d",
"6ca6dc2c6b4349fcb39ed8c44f65bdb0",
"4837b34ccb4d4688865dc24dc58a7c1e",
"d4dbfa5e89e7432dbed34606a786fd6f",
"7e058076836e438daf5399428eabac5e",
"a529dbbfdd6b469dbfe80cee993c9a33",
"69750fea2e7149eab8928282ba9bae29",
"08a1d1a6fb884c769d409170d6cda556",
"548ef6c85056414cb0ce79164a086d35",
"cf58b340496b4d62b610451cedbd709a",
"4dad7e58cc47436aafe38230514325a1",
"f36dc87a4af7481cb3c2cba23d57eb5a",
"2a9ef1f2f43d47b28cd0ff7ef4a21ade",
"caa374f7dc5045218c6f71f322d8e6be",
"e567fab4446544f795be2eb0a6705f9c",
"2b17ffac93b8406fac55b695d93d963b",
"3096cae7388e4b988df306be9cc58afd"
]
},
"id": "cW3Ypn_gOhvK",
"pycharm": {
"name": "#%%\n"
},
"outputId": "4b5feff7-ae9f-4cd8-de1e-944f0eb66f66"
}
},
{
"cell_type": "code",
"execution_count": 8,
"source": [
"from haystack.nodes import EvalAnswers, EvalDocuments\n",
"\n",
"# Here we initialize the nodes that perform evaluation\n",
"eval_retriever = EvalDocuments()\n",
"eval_reader = EvalAnswers(sas_model=\"sentence-transformers/paraphrase-multilingual-mpnet-base-v2\")"
],
"outputs": [],
"metadata": {
"pycharm": {
"name": "#%%\n"
},
"id": "NRq01w8iU7tN"
}
},
{
"cell_type": "markdown",
"source": [
"## Evaluation of Retriever\n",
"Here we evaluate only the retriever, based on whether the gold_label document is retrieved."
],
"metadata": {
"id": "qwkBgzh5OhvR",
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "code",
"execution_count": 9,
"source": [
"## Evaluate Retriever on its own\n",
"retriever_eval_results = retriever.eval(top_k=20, label_index=label_index, doc_index=doc_index)\n",
"## Retriever Recall is the proportion of questions for which the correct document containing the answer is\n",
"## among the correct documents\n",
"print(\"Retriever Recall:\", retriever_eval_results[\"recall\"])\n",
"## Retriever Mean Avg Precision rewards retrievers that give relevant documents a higher rank\n",
"print(\"Retriever Mean Avg Precision:\", retriever_eval_results[\"map\"])"
],
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"100%|██████████| 771/771 [00:07<00:00, 106.27it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Retriever Recall: 0.32814526588845655\n",
"Retriever Mean Avg Precision: 0.09174006526330329\n"
]
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "YzvLhnx3OhvS",
"pycharm": {
"name": "#%%\n"
},
"outputId": "ca5bbc09-6407-4d57-f234-f14ee26aca96"
}
},
{
"cell_type": "markdown",
"source": [
"## Evaluation of Reader\n",
"Here we evaluate only the reader in a closed domain fashion i.e. the reader is given one query\n",
"and one document and metrics are calculated on whether the right position in this text is selected by\n",
"the model as the answer span (i.e. SQuAD style)"
],
"metadata": {
"id": "fjZRnB6bOhvW",
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "code",
"execution_count": 10,
"source": [
"# Evaluate Reader on its own\n",
"reader_eval_results = reader.eval(document_store=document_store, device=device, label_index=label_index, doc_index=doc_index)\n",
"# Evaluation of Reader can also be done directly on a SQuAD-formatted file without passing the data to Elasticsearch\n",
"#reader_eval_results = reader.eval_on_file(\"../data/nq\", \"nq_dev_subset_v2.json\", device=device)\n",
"\n",
"## Reader Top-N-Accuracy is the proportion of predicted answers that match with their corresponding correct answer\n",
"print(\"Reader Top-N-Accuracy:\", reader_eval_results[\"top_n_accuracy\"])\n",
"## Reader Exact Match is the proportion of questions where the predicted answer is exactly the same as the correct answer\n",
"print(\"Reader Exact Match:\", reader_eval_results[\"EM\"])\n",
"## Reader F1-Score is the average overlap between the predicted answers and the correct answers\n",
"print(\"Reader F1-Score:\", reader_eval_results[\"f1\"])"
],
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"\rEvaluating: 0%| | 0/32 [00:00<?, ?it/s]/usr/local/lib/python3.7/dist-packages/torch/_tensor.py:575: UserWarning: floor_divide is deprecated, and will be removed in a future version of pytorch. It currently rounds toward 0 (like the 'trunc' function NOT 'floor'). This results in incorrect rounding for negative values.\n",
"To keep the current behavior, use torch.div(a, b, rounding_mode='trunc'), or for actual floor division, use torch.div(a, b, rounding_mode='floor'). (Triggered internally at /pytorch/aten/src/ATen/native/BinaryOps.cpp:467.)\n",
" return torch.floor_divide(self, other)\n",
"Evaluating: 100%|██████████| 32/32 [00:45<00:00, 1.41s/it]"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Reader Top-N-Accuracy: 98.94875164257556\n",
"Reader Exact Match: 84.62549277266754\n",
"Reader F1-Score: 85.16284899931244\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"\n"
]
}
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Lgsgf4KaOhvY",
"pycharm": {
"name": "#%%\n"
},
"outputId": "aac2042b-8638-48ec-d4da-5e8923ebdebc"
}
},
{
"cell_type": "markdown",
"source": [
"## Evaluation of Retriever and Reader (Open Domain)\n",
"Here we evaluate retriever and reader in open domain fashion i.e. a document is considered\n",
"correctly retrieved if it contains the answer string within it. The reader is evaluated based purely on the\n",
"predicted string, regardless of which document this came from and the position of the extracted span."
],
"metadata": {
"id": "7i84KXONOhvc",
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "code",
"execution_count": 11,
"source": [
"from haystack import Pipeline\n",
"\n",
"# Here is the pipeline definition\n",
"p = Pipeline()\n",
"p.add_node(component=retriever, name=\"Retriever\", inputs=[\"Query\"])\n",
"p.add_node(component=eval_retriever, name=\"EvalRetriever\", inputs=[\"Retriever\"])\n",
"p.add_node(component=reader, name=\"Reader\", inputs=[\"EvalRetriever\"])\n",
"p.add_node(component=eval_reader, name=\"EvalReader\", inputs=[\"Reader\"])\n",
"results = []"
],
"outputs": [],
"metadata": {
"id": "yLpMHAexOhvd",
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": 12,
"source": [
"# This is how to run the pipeline\n",
"for l in labels:\n",
" res = p.run(\n",
" query=l.query,\n",
" labels=l,\n",
" params={\"index\": doc_index, \"Retriever\": {\"top_k\": 10}, \"Reader\": {\"top_k\": 5}},\n",
" )\n",
" results.append(res)"
],
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.17 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.85 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.57 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.47 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.26 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "697432dd99b946688ba52fdf5d5542c1",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/723 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "ffa7713a91ff4af2bc7c4bdc3ecd7467",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/690 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "435328b6647d4d2986ca27179aa9a3cb",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/3.77k [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "746adb0fb9964e27b9f9a92a94022d25",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/723 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b140eb98a700455a902dcfbd871593e9",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/122 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "397fea90e5944348b0ab71f87a3c42aa",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/229 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "7b874e92087d45019bd381d8307084f7",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/1.11G [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "572742602e624001a1e3732444a6f43b",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/53.0 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "7efc0f6ef85348fc9e63e281ff4e3fac",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/5.07M [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "3478990a21b54ac090ae93e5a3bbd084",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/239 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5d65e5693e64421da29ea68e5bf806fc",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/9.08M [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "09537583625f4f4aac01a51dd06a6cca",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/402 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5fd41c40b79a49a5b5ec135134b91f6a",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Downloading: 0%| | 0.00/190 [00:00<?, ?B/s]"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "252f1fab09d4425599b108012bf99993",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.02 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.59 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.19 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.63 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 16.80 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.66 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.72 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.24 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.00 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.91 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "833ee63ee4ba41f086e7fea0914b7f71",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"There seem to be empty string labels in the dataset suggesting that there are samples with is_impossible=True. Retrieval of these samples is always treated as correct.\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.92 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.83 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.38 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.29 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.34 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.20 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.25 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.65 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.61 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.56 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.13 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.27 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.57 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "693afa9584a34f97ae3ebbc3a775e72a",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.40 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 18.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.23 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.31 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.89 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.54 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.61 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.08 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "2b30500a465d4343a1f6ed6cd85dfb62",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.30 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.65 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.29 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.01 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.41 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.89 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.23 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.43 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.03 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.85 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.51 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e8864d4baf1f45248bd2fe979507c27b",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.17 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.06 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.59 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 2.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.13 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.21 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.54 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.17 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "1096b427606f47ae920f4313cbee232b",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.91 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.13 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.15 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.35 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.34 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.06 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "37482b3d784245dd9044da86a5afe464",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.71 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.20 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.60 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.25 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.33 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.47 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.04 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.35 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.21 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.36 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.58 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.00 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "1b35fdad27d348299ebf9a3376a332c0",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.55 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.24 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.36 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.25 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.14 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.74 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.28 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.54 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.77 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.60 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.72 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.47 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.10 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.38 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.32 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.85 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.40 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.86 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.69 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.12 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.02 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.40 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.94 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.56 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.20 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.60 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.58 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.37 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.64 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.41 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.54 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.04 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.33 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.91 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 19.59 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.13 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.59 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.32 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.82 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.03 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.11 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.96 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.65 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.55 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.19 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.58 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.69 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.92 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.12 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.02 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.11 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.31 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 19.84 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.63 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.59 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.92 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.93 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.97 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.32 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.60 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.02 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.61 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.63 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.44 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.13 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.74 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.57 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.59 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.53 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "d4144eb10fcb43eea2ca864ce213e3cc",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.91 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.98 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.24 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.34 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.11 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.28 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.96 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.82 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.66 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 20.90 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "0c481a8213f84529b2c1ff8b02af7e01",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.37 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.91 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.83 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.40 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.33 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.53 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.34 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "78a5e21ae14d49a1b43d583ed4c9ccb0",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.28 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.17 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.77 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.69 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.77 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.21 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.40 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.33 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.14 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 18.63 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.10 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.26 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.20 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.54 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 19.20 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.20 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 22.24 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.55 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.25 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.06 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 2.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.57 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.99 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.58 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.98 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "fc7c6b5bf4934c0194c12b6aa4bee24e",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.81 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.29 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.82 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.01 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.57 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.43 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.04 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.32 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.36 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 19.72 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.35 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.52 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a548cf8ad9004eb1ae5a8e76bdb5f88a",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.34 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.86 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.96 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.01 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.66 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.77 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.01 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.66 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.83 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 18.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.47 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.14 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.85 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 17.23 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.93 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.80 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.56 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.71 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.26 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 19.12 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.31 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.74 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.63 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.52 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.71 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.19 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.44 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.11 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.37 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.99 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.22 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.37 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.96 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.35 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.74 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.76 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.10 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.35 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.88 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.18 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.90 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.03 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.66 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.52 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "763dc9a81242444183854e8f65882c27",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.58 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.43 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.42 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.77 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.84 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.03 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.26 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.35 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.41 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.12 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.01 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.93 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.93 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "f302b68764444e44aacecaaa89cdc95f",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.67 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.86 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.08 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.88 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.55 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.80 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.20 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "82f31100018e412b9598186060b33fc5",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.21 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.39 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.51 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.82 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 18.30 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.12 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.75 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "3914e344ed9e4f85b9d8670ec062ef30",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 3.68 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.53 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.60 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.21 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.43 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.40 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.27 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.33 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.80 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.91 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.32 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.12 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.27 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.99 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.66 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "1618b6a1272741a484107d64b0892919",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.65 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.95 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.84 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 16.28 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 20.14 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.57 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.55 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.95 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "40d75e4d444e4d8792fbd1a660c732e2",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.09 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.11 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.17 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.36 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.04 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.67 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.58 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "c373178edb624ad39973c6b34c2fd540",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.49 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.04 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.97 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 16.56 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.33 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.09 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 21.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.57 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.75 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "fcfbbc1f44454546b9ceca5ba106b0e6",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 2.73 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.93 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.05 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.30 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.62 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.30 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 10.87 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 12.54 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.27 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 9.96 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.56 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.81 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.02 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 6.79 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 4.45 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 11.93 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.16 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.46 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.78 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.60 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.70 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 13.79 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "ff9438afcccb4372b258d20ac5c11f49",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 7.25 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.07 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 8.48 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 5.65 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 14.75 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.03 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.41 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.50 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.43 Batches/s]\n",
"Inferencing Samples: 100%|██████████| 1/1 [00:00<00:00, 15.01 Batches/s]\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "d867294bd4944f3086f335cadc6e1204",
"version_minor": 0,
"version_major": 2
},
"text/plain": [
"Batches: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {}
}
],
"metadata": {
"pycharm": {
"name": "#%%\n"
},
"id": "HvP4-f9LU7tW",
"outputId": "15d428fb-b2c1-45f7-c777-f68fef23f089",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000,
"referenced_widgets": [
"697432dd99b946688ba52fdf5d5542c1",
"042038fce6024fbbba45d9afc21c4dc9",
"26f3c26b0c5a4e7d945029e516f17ff8",
"7acf9b34256b41909f27cf6552fa8499",
"5254f681c78941c9a3679fbbf6853d3a",
"c9025edb46eb43a98a9259380de08a36",
"8262368800754a6db7490a90dc94cbf8",
"8d9368d2c2284625932361fe790d30ca",
"60dfc3ed0c8a45eebeaf8e35868e7708",
"9480ca5448ad4a54ba09bd40356e9cf5",
"7abf0d496b76497882548ebde72f91cd",
"ffa7713a91ff4af2bc7c4bdc3ecd7467",
"d5d5aae1f1084c82ba5ecc9ee0b6c473",
"c08ac5e6c7be413d9daf19ab5ecfeec3",
"82d32df32d244290aea5f10cdc03e652",
"365ec9a2c50d4e7385ef438bed36b5d8",
"0ee7399f4e2148b38ad2dd0ef1816e78",
"7d9a11beefe5478b97ca0a31005a6147",
"6fae51602c934f6fbc6eb7b0d37e2c26",
"86759f2581904ff1a2736bcbe9d58fff",
"409228238c94434eaa63fbb715df4f80",
"fad323f7b8fb49e79c65ddb87f9f5346",
"435328b6647d4d2986ca27179aa9a3cb",
"66afe6aa36534f4897afdf035037c66c",
"d27877c6ad6148078e176ae4ce363c35",
"8c88d2fa52474307a130a2d9ae6f1810",
"b0744737aba1427aa04d33402e0c7a2a",
"427f364bc9644745ad3f7abfc43b7b6e",
"ed3b4899817c47d6b196558e49cc59b2",
"aa334bfffc9d4476b34351a9c3d62a7b",
"28c517182585423aa28e3b2d949678c4",
"9ebec730f45746ac8ddb4fc710f90f54",
"a30bb6e73ecb450b9e94ceca871f4958",
"746adb0fb9964e27b9f9a92a94022d25",
"959e2396a101463e9796ae461f189e5d",
"8e52fb3f81ba4607bfd12c3302a98ee8",
"6533e9e24e5c4ecfbb12de41cc170975",
"ea2992e1f7144cc29c3bfffbbf64e2ac",
"e8eac538b81143b6a1e3b30746a15722",
"90acd09e75c34642aff6bfbb9ab29f89",
"18359b5df7574a289e8b4582f65ab0a3",
"d345a0d6a7a84e51bbbcd282082b1186",
"9f91aaa7eef54c55aa1ba46eb3baa617",
"c9e8420edbab45429112a7884b57306d",
"b140eb98a700455a902dcfbd871593e9",
"443a8a6c17964705931974c420229649",
"92e22c5bafcd4a51ba54203776dde02f",
"420f93d2f7474dc38922c2277b5bcfcc",
"a1dd2c997cc34344aa83fc1bf59560c9",
"b0108675bf6b4457bfce64cead45ec31",
"08c0344f4cfc4ba7b9271e4301ee9095",
"ceb036e9f5bd4e9da47db5dff3eb3acb",
"1873a766e7c64601b4be489d700e4b9b",
"307f6af0ea724573a59c5ef0a429fd0c",
"edba6fb34578451ab5e4a08ea3a5eb25",
"397fea90e5944348b0ab71f87a3c42aa",
"53cf5abeba59442fa559ba35ad96f279",
"2458d71e71554da3bd7edf35a340f700",
"1bd03e9d1a994d96866759d0eeab61e1",
"a867e816d795422ba16cfb3b4295e7f2",
"b1845caaff584163b6d9723f4e67f5b2",
"3f96ab0342bc416ab7b2fad271be8100",
"e4f7466fd5964628b32ffe8a773c4ff6",
"ecbc440b3bd341e6b0e19f0088c58930",
"29317e31312545c49d51cde6c617fe3f",
"735cb17199d9403b9d65f598067fb17f",
"7b874e92087d45019bd381d8307084f7",
"cc26364d10054a7a850f514c8e4d0334",
"629d1895d93a44b29c7748e11268580a",
"b60fa302bb5c40d5b224afb0dd69d05a",
"829b1cb886824151b9579022eeaa3566",
"77a3254e2c404c129ce7f43d850f3b7a",
"312b5718b838451d896f3447b9f9880c",
"7189cebe70004a4293a9d868cada294e",
"45a892664d8d4a2abba2bc805208868e",
"e313f0433c7442efab35dc7e942d6de2",
"21444149a59e4761a47d0ef483c7aa45",
"572742602e624001a1e3732444a6f43b",
"b6e52e3a6ee54efbaa1291320b47f411",
"9ca52d8d4e7148f7bead223fa5740d16",
"4ebe093dbae1435eb6b032fbfae21a77",
"34a4db43ae9f481ea86e79a5bff2e3ef",
"5bbf16f90e5a44ba953943e51af0a384",
"bcdf21e10d1c4307b92821b3a73786c8",
"3f915b2f0bba48c48865ac5b45487822",
"277e1f68e583461694dbfbd7354154c9",
"b2955f26a1b34b21881c6a98f92234ad",
"b794ab54698f4db18ae5edabc7d96783",
"7efc0f6ef85348fc9e63e281ff4e3fac",
"50e872048a9b4fe58800126c39a0d027",
"c4858bf392de41ef8f9f0d7712831961",
"d0aaca4a935441058eddc873e6d63b39",
"05dd9db4d2e94210ae4b62fad5f6f302",
"81118afd469847e4b552c17f67bdeb81",
"fc84f721213f407b8831398dce1984ad",
"48182100536a425f9a9955fecf19627d",
"34620791c5d145bfbb0a787f0ca4eb6b",
"caae193b34644af7950e2e3eac81a5bb",
"83aee8bf612345a18aea950c9a1fa143",
"3478990a21b54ac090ae93e5a3bbd084",
"5e3141a3a8584caaae4a2134a21d15a4",
"798c7b005e1a490e9a4a9de4569e9351",
"44aaf2ebc82c4331ac7f1eed39f3706d",
"331bc9eb57ce4c5d8deaa47e5aaa078a",
"a9552d04ed6045718cc60ad1c2764a32",
"c10f5dc8d3684757bc6102d734c555f6",
"56206fe85d3744589433ac7cd8dd756d",
"2da12d480a1d4907beada5f8d80cdf1e",
"eb8e6976ca9e4a58851ec0a51107d74f",
"30f65cab87754a3e9cf0ff90ac6a6658",
"5d65e5693e64421da29ea68e5bf806fc",
"016b6c1acdd04369ab22c635e69382bb",
"8aa11778066445eab63794589f241463",
"bb9530a97bdf4221995c34ecdac01177",
"a47599795dff439fa7133ed5d786edcb",
"09cb41d0bbc14a24b8dde747c249a78e",
"5581c851216e48c7b128f11bd93ca8e4",
"4e09d22438dc434d99c6ce15051a06b3",
"359fd318bace46468f7972a24a87a52b",
"7b4ab3ae9e264f468ed3860f1652f3ec",
"5b481a669c6b4443af672436df2e0f87",
"09537583625f4f4aac01a51dd06a6cca",
"829c0d5f7b614e97b4fda0a9e62dc5ae",
"3f6f4ce515db44d3a365a9d34a0d3a2e",
"43a5ce7b197d46b79d74cc3fbfb6dc53",
"d520129190494e17a338b9e9dc02cdaa",
"0efc973f96af4d7fa2118f72099a3724",
"e781609438004ae0ba1efb4a877065ae",
"f4b22763b32945a78822d9027ab93c5c",
"c7fd461142854331937a6ada7ff8f64c",
"fa46a43575ee4c52af77f226e438d896",
"6e697b2f47024ba78b4de46587b82d4b",
"5fd41c40b79a49a5b5ec135134b91f6a",
"abcf2fc37c8e429da2d0fca4ee437a74",
"18626d41312c4b60b68375614682dee6",
"38bab693920d447b8bb1a5f1e6c2de39",
"5acc7081c57645cda08f722a80a82618",
"93dd5983dd31466e862732cc991f0590",
"bf017ec69a084b2fae86b5e24282fa2b",
"627e45096be0470f8ba6e7650ae1038b",
"45f7c1377bd2498496d8aad327da5a25",
"3681c9063cf1428b8a757090453321db",
"2f9ea952cead4eb8a9dd7a4be0f360fc",
"252f1fab09d4425599b108012bf99993",
"bde4901baa744b7bac106ac3630ee31c",
"67ee3f0117bc4e7bb4c7b9351845cdd4",
"1fce85ef81284a0eaf9f439b5e255163",
"e3026ca9693547abab2baacd5aa3dece",
"79b6c5bfa584487586da0caecad5acc9",
"56fb299136054a08a950201d3e7bc51e",
"2194f54585b141d085f1f17ef200ab65",
"b62c8b64f87a4209a74cd5bfb5522109",
"f45c83955aa84554a075a0db94916e7b",
"841993e4585b45d9bafc4cbeddff4033",
"833ee63ee4ba41f086e7fea0914b7f71",
"dc48c774b8954d8dbabc4d792dd0c397",
"303fd4fd657f4181a7d5aaf125bacea2",
"87002ec5a9e64b3da19ccee273b40932",
"1ad8f4afb35e4ee69a0cde1f98be5ea6",
"33ae1c20ae0a4207ab3be3bfef640907",
"bd7121c2a3e244ef91ff5150d2d8838b",
"74b281989cd84b01ad957259c78265fd",
"48dd9a6aa6e04253993e692d727876f1",
"7e725f96b7894fa6abb34a286d8cc3a4",
"4ac053bc3db6423ba5f0d143919d1cca",
"693afa9584a34f97ae3ebbc3a775e72a",
"43fa7009112741c89725963985cb9f08",
"cd2c571f25384077a5a1a592931f7f7a",
"c15d324309e14d0c913177d745176265",
"398c87412a4b41a48f8ed8538e0a7b91",
"8a06126bd2714badbc1dd9ace47873aa",
"7751d434164249b79f863d1cb59b4bee",
"c255f1c9ced3405cbfe308eeb0e5f390",
"83378c4b2beb4aa89849a7fc3afce5c6",
"1c419cfc78214e80a6e21448eb8ceaab",
"8f3b276f21474fb78e11e2a5dae516bd",
"2b30500a465d4343a1f6ed6cd85dfb62",
"9016e2b714fa4f7daaab4a99299190e8",
"66c808ddecba493482ba0ec96b267d83",
"f9dcdbbe20114ff78c2d980a1924bd9e",
"8bd47dc1fba04e50b57a646fdff4d08a",
"b15355099b7a4b88b9ce876378d03367",
"c880c3a9c45042e69d13ffd5dd1c6403",
"c429d64cb3e747a6bdd33763720a10d2",
"576765482f3d4ee8851db9845c34a246",
"cb418736d5444d3b8e820ef0e1be8d0e",
"efc925a4b5fa4144a9435ba998584b2c",
"e8864d4baf1f45248bd2fe979507c27b",
"9acbd5d07b4a42bebb968e83f3500f34",
"ee76869cfde744e78063c9002420689e",
"608c3c6002d248d0a4e8463c558f3464",
"6eeafcdcdf894b33a58e1d7c99fe3918",
"04e887b2d2cd471994f65685a81a0bfc",
"76f40571571b4ddd87df3a29718b835e",
"66e0737384154c58a8fa44ccd69b7477",
"8262d554e9de4c7fa498e949cedefc99",
"8e67ff4e2fdf45bb840cee3db416a7cf",
"4c9fcae8ba86441e98dc6c68b3303659",
"1096b427606f47ae920f4313cbee232b",
"311b248f13e446739340b070f02ce6ba",
"512226094de24fb58f94c1cd240250e4",
"197840b3350e40ab866625ac932efee9",
"0f58901ab69e49e7947193681e2ab5f3",
"2972765858b94d91a525a1e99ab16e07",
"88783d2c81054461b9b44086f9691ce2",
"5c0562c932764d50a34251e32aad1b9a",
"d59b565796fe4a3b9fe3b0b12dd73da4",
"f16710c9831d476b85c48213d05e1aea",
"0864e13086e44b40bd71433caec618e3",
"37482b3d784245dd9044da86a5afe464",
"0593f2471d4244378a68721a422ffafa",
"9de62b03f720467fa45c34fb485771d8",
"1171111ff1244c68bc2b0269a9f8047b",
"bd6c06e82de34ff7b3b0cb30b914ce81",
"99275f997bcc44929df837687c596414",
"a18992e493b942b08a55b7a641715c1d",
"d6a66e1346d849b9802898417d34697c",
"cd0a32b06546428193dd7fa89fbf7e9e",
"7b11f8ba932b47c1aa51efc38175b8e1",
"bab3859cebba4383b7692b7d3265a43b",
"1b35fdad27d348299ebf9a3376a332c0",
"8b097bc82a2a4479895400362c5e2782",
"21753241fd42429595ea9288afa2d41f",
"51f95102471a416887e19ff8753750d8",
"961b8ed89e63441ead537ff2b502c857",
"acc7988ac6a94afdaf980e4d1ab871b5",
"cdf6ee9d1d1c422795e82dbb5691053e",
"167f8f83ec114f42921645ddfd3ce9ed",
"3b896b94d6af4857952193f34add9e88",
"9970e6ebe0b34fb38964fbd21246c447",
"936869567f72424ea18fcaa87f20818e",
"d4144eb10fcb43eea2ca864ce213e3cc",
"03698f5714bc477c9a0b7dec7542fd50",
"920d76460f204a69a4ddbf1a0aaa5242",
"cab40c4a19604774a2a9edbc47b19308",
"d5e4aa32c50e48dabafcba153b95ef32",
"982e773a0dcc408f800cf1eb139a8b2e",
"e60c4734f0424daaaeec0ee34948dabb",
"4681de508aac4dbb975199dc57df33d7",
"534b3e6ed51648c081a9a3c9b1188e45",
"2e3ff8ff7d7244e09a9a954d15c9d40e",
"0138ab99398e44c69ee0d92191e7d142",
"0c481a8213f84529b2c1ff8b02af7e01",
"258c09dd5fdd49ea8d428a4a7de9cfdc",
"312f4cf044da40eca4cf099ac4d19654",
"b63ca14fc0cb46e88e5d86f0ff4609fc",
"3c1f87725b1f410eb81509369edf3de1",
"86a2aa7f86c840b8ba3feb351ef9cdba",
"50a9ecd07ef24c728777b63b1e6982fe",
"79b013bf213d41e1a3e285028a7707c6",
"b851a1ded89a4620a694fb7a845754f5",
"e822001de9ef4cf99d593f930f41f96a",
"f0c8ddd71eff40df8332fcf83d31c0bf",
"78a5e21ae14d49a1b43d583ed4c9ccb0",
"e0c76e0937db4e3d916710d7172da3f1",
"3efe97c2a0824f4e9c31977d315b1ab2",
"af462d4f283c43cfb86ab7909cebaa31",
"5817e7254041439692a9f9fc8d26d05f",
"93b48c87a738442b885ea68f20e17f9b",
"e2d9085a4252424082cf9238694d871b",
"ebed91eca5d5439997b4aaec5a7d953e",
"4fc88278033a4eaea62acd7cf7e4c228",
"f8a6d02669224f5e9d8d09be5451b08b",
"68f8afd75269413abd300740692d13eb",
"fc7c6b5bf4934c0194c12b6aa4bee24e",
"a7dfc0089edd47678dd411093c3cf664",
"071a2e5641624c7ea6bf57d764fa5a90",
"b4511a00a65f40f8879209e63cc4044c",
"b0ae975eb94143fda0ac6c748148a7cc",
"d579129ca5c04c6a8400c2483a952386",
"553183603f114fefa03c2f251ac38ddc",
"c652f9773b604b1d9dc357052aaba437",
"40a7c2ba203f42deb6c7010959c8f2c9",
"3ba492ab49d64d9a9010e46d293c3053",
"5726eac63ec24b20a667084ff1614cad",
"a548cf8ad9004eb1ae5a8e76bdb5f88a",
"8d40aa5382db4c64acba90541bc87dd3",
"dc4df32c929d428593b68476285425e0",
"36c9dc024fed498cb76edd9f18447979",
"578b058ce8414637bcd7d660a3ea8adc",
"5a828469ff1d4e0aa10346776ebe6ed8",
"656e26469505445e8bcefd253e0c7c30",
"f92fb75d397d47ac967febf7d38efc35",
"035e40aab316467987b05fe9157ca1ce",
"2e6177cd6f7941e7b948aeac0dafd05c",
"acda5822bf844c2780f96150983f1274",
"763dc9a81242444183854e8f65882c27",
"86d167621f81425b9a2b0369146fa314",
"e85e291b0c50401abd9d7588ce1467cb",
"df007844178f4b63b67831b4d38576df",
"85908f2604094196a0c86cb6dd731615",
"14462288182e490fbbf8086972008a22",
"675951a59fb441bbb8a5dc2c4b2c753e",
"bb7f0fbb54274fb9a654eb6ee938ba66",
"fc911f5408814c2ab17c5c1a357dc23f",
"e17d2dc542c14f98a2a19ecefb447d38",
"a746473dcbdf4a21915398141008da17",
"f302b68764444e44aacecaaa89cdc95f",
"e483cae2d41844df99054b2ddfdbc65b",
"f375507608564a12b6dd26170d659399",
"60eb65d6a8ce4ee288a8aabea9d33094",
"de7355b63d2f4682b15f8ca9c07e674f",
"32c43233c8e64a8eb5c4badbb01420f5",
"7fa656358f524f93a310a8076bd48cdf",
"3200cd718a4c439386994d13e1b0e173",
"0cdff9bf98da47789a75f2beeb5727b4",
"565bdcb1739643119edcafd4df6e8f11",
"c2ba6b6c20ed419fae2a6fe625261382",
"82f31100018e412b9598186060b33fc5",
"6f2a17a8dc19494998ab2dd2d81bcaa8",
"2da7b278298e4a5996fb9bc8ab91be18",
"7770031e5dcb4f398df87332c8091f2e",
"a03aff3544f14439ac7b1bc6d02a4860",
"843cfba29fd046638f79ca44d340b091",
"5e3ad720118240188fef69ad77cd72e3",
"f5417b7abd5a48178fd0c0a8aefeae05",
"e7658ccda51c46a6b560a260c38f933d",
"51eeedf54ce0473797c98793ebfb0225",
"eef6238b512249d993d1b6c9b76e3946",
"3914e344ed9e4f85b9d8670ec062ef30",
"4523fbfdd66049ed83265f166f5d6f16",
"5ab8cf3f17e84139bca02f42e72f48a6",
"5280dbd3704e4c1bb84d058fee8b5e78",
"ade97ddccca24f4c9e01fb19e2d8bfb7",
"d69bff579d794cd18920cef35b9cea2a",
"5c8ae6b463cb4c7bbba2b4c00eb6972b",
"8289aad6c2b04cd2931a6ddc25d679bf",
"3c391b52b10941979277f20802e540ef",
"e63ed6b6266f47ae8c0106089b1cd85e",
"60c6f5edec98476fb2794712ed499206",
"1618b6a1272741a484107d64b0892919",
"1e21f3f2addd4089a21bdf43fcc3dc13",
"c2a10377a4104f0db40385232e02ddeb",
"64ac622c81094854b887754eb507438a",
"58c2ec2a05024f1081dce3ad466e6c5a",
"c03219a376ed425f9d275ad3a0ff86c8",
"88a03527abc544f3bbe30fabd7577098",
"223e5e8dfd48473d95dc159f970c2bbe",
"3b8baa9a443c417996fb82eed060c6ba",
"81b3ce0858bd4bf8a168538397b73970",
"720453f72c9d4681ae0db5cdf297cc71",
"40d75e4d444e4d8792fbd1a660c732e2",
"1abc887bedb6415eb5c15ac9ca3e2a2c",
"912e6dd1ff544e8d9c94609ec899fbbe",
"a6963c7d4e1a46c2a0c86ef3faa36548",
"95013e8d9b16488e8f95750134a09b90",
"61395f952fff44ddbf35195f08890b3a",
"197130c97a6f4113bb70f9872f65dede",
"c674148cbf294431a48faa9378d17c82",
"694158e7816f4b10bf8cb6cae954aeaa",
"e1c796fba9cf4336846d6bbd1d7bbc47",
"ddaa3410e1f740198bcac431184ee37e",
"c373178edb624ad39973c6b34c2fd540",
"f9b1e0c3cb304cf58a9bdce3cc03239c",
"50432636bd864dc5bd99302283f62f93",
"fa230a8644bd4e7a85a3c8b888bf2d27",
"47e629b53187448f8eb54bd8b31af735",
"d1fec191a2b94bf0bbde31707f3637b1",
"4d4beedccc5248679201df2cd2481429",
"da2985b6824449f6982434a5a0bdbd39",
"3e23763ee2944110b0899fcbb805e3bd",
"93d3a93cd8634149b96cbd528bdb9e82",
"cbfb512f58c44b879e89fc6917799fd4",
"fcfbbc1f44454546b9ceca5ba106b0e6",
"1a372fb42b29492691dc7fc04fed105b",
"267928e896124f6087b197b255e53360",
"f2f11b50f31b40d9abd06080b0ce9502",
"e9c72053e0344c699abc03221d1e422a",
"03ea7c0ef54c4d0f96493415aaf461d3",
"d7fe543399db4a64b23761e6f8e967ce",
"b046241482c7485b9037ed039eb48649",
"d3bcb223dd7943dbb85d8c93a3ed0bc1",
"f91436bf954d4a939a615dfa6e839b15",
"af46cfb222cf4d5ba1b34d2d462c8e6f",
"ff9438afcccb4372b258d20ac5c11f49",
"5f2eedf3c8b74abca674ec0bf28f36a1",
"4d46dfc8082246568e7cc69f74baac14",
"08cd116989124f919aa151c4535bbcba",
"9d46ed6e9cff463b8e527773b931e935",
"c357ff588a474c59924747141954d81e",
"9ba1c4bac8014f38a1dc24f2a7b3c3cd",
"13996ad0065d4573885e0140c1dc91a1",
"fbee94f4d7674f54b75c42d33c2a0907",
"1c003f6cf2064ffeb152e5bf5dee3780",
"d2ab768dc09d4482b84a2c929dee7cd6",
"d867294bd4944f3086f335cadc6e1204",
"d6125036c6cd4b04badcda02419be090",
"a28f716145f046fcb101ae6eb5d55e2f",
"e65ae480d2d04ab48c8624eb1fca45d8",
"2bfc05c7ef514354bfb41fe6290dbf33",
"51f5c4ae62124c2eb09cd655d50a042c",
"76a9a9ff30384c63bbafac8dad7e6b6f",
"9f23dc687bb54d8ca102ebd1f35b45ee",
"54a4a9ebf2b24542a97157643fc8760e",
"b0fda0f7f1694c958fabb866c8837b07",
"bcca8127f74f4e36813a902020d9cb4e"
]
}
}
},
{
"cell_type": "code",
"execution_count": 13,
"source": [
"# When we have run evaluation using the pipeline, we can print the results\n",
"n_queries = len(labels)\n",
"eval_retriever.print()\n",
"print()\n",
"retriever.print_time()\n",
"print()\n",
"eval_reader.print(mode=\"reader\")\n",
"print()\n",
"reader.print_time()\n",
"print()\n",
"eval_reader.print(mode=\"pipeline\")"
],
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"EvalRetriever\n",
"-----------------\n",
"has_answer recall@10: 0.9200 (23/25)\n",
"no_answer recall@10: 1.00 (25/25) (no_answer samples are always treated as correctly retrieved)\n",
"has_answer mean_reciprocal_rank@10: 0.6110\n",
"no_answer mean_reciprocal_rank@10: 1.0000 (no_answer samples are always treated as correctly retrieved at rank 1)\n",
"recall@10: 0.9600 (48 / 50)\n",
"mean_reciprocal_rank@10: 0.8055\n",
"\n",
"Retriever (Speed)\n",
"---------------\n",
"No indexing performed via Retriever.run()\n",
"Queries Performed: 50\n",
"Query time: 0.5041560229994957s\n",
"0.010083120459989913 seconds per query\n",
"\n",
"Reader\n",
"-----------------\n",
"has answer queries: 23\n",
"top 1 EM: 0.2609\n",
"top k EM: 0.5217\n",
"top 1 F1: 0.3364\n",
"top k F1: 0.6180\n",
"top 1 SAS: 0.5375\n",
"top k SAS: 0.7885\n",
"\n",
"no_answer queries: 25\n",
"top 1 no_answer accuracy: 0.0000\n",
"\n",
"Reader (Speed)\n",
"---------------\n",
"Queries Performed: 50\n",
"Query time: 80.12184924100029s\n",
"1.6024369848200057 seconds per query\n",
"\n",
"Pipeline\n",
"-----------------\n",
"queries: 50\n",
"top 1 EM: 0.1200\n",
"top k EM: 0.7400\n",
"top 1 F1: 0.1548\n",
"top k F1: 0.7843\n",
"top 1 SAS: 0.2473\n",
"top k SAS: 0.8627\n",
"(top k results are likely inflated since the Reader always returns a no_answer prediction in its top k)\n"
]
}
],
"metadata": {
"pycharm": {
"name": "#%%\n"
},
"id": "WMj1gw2NU7ta",
"outputId": "1b539dba-18c8-41a9-9bb2-b519be1061fb",
"colab": {
"base_uri": "https://localhost:8080/"
}
}
},
{
"cell_type": "markdown",
"source": [
"## About us\n",
"\n",
"This [Haystack](https://github.com/deepset-ai/haystack/) notebook was made with love by [deepset](https://deepset.ai/) in Berlin, Germany\n",
"\n",
"We bring NLP to the industry via open source! \n",
"Our focus: Industry specific language models & large scale QA systems. \n",
" \n",
"Some of our other work: \n",
"- [German BERT](https://deepset.ai/german-bert)\n",
"- [GermanQuAD and GermanDPR](https://deepset.ai/germanquad)\n",
"- [FARM](https://github.com/deepset-ai/FARM)\n",
"\n",
"Get in touch:\n",
"[Twitter](https://twitter.com/deepset_ai) | [LinkedIn](https://www.linkedin.com/company/deepset-ai/) | [Slack](https://haystack.deepset.ai/community/join) | [GitHub Discussions](https://github.com/deepset-ai/haystack/discussions) | [Website](https://deepset.ai)\n",
"\n",
"By the way: [we're hiring!](https://www.deepset.ai/jobs)"
],
"metadata": {
"collapsed": false,
"id": "8QJ68G12U7tb"
}
}
]
}
Reference in New Issue View Git Blame Copy Permalink