-
-
Save jamescalam/d2c888775c87f9882bb7c379a96adbc8 to your computer and use it in GitHub Desktop.
GPL-Domain-Adaptation.ipynb
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"id": "view-in-github", | |
"colab_type": "text" | |
}, | |
"source": [ | |
"<a href=\"https://colab.research.google.com/gist/jamescalam/d2c888775c87f9882bb7c379a96adbc8/gpl-domain-adaptation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"source": [ | |
"# Domain Adaptation for Dense Retrieval\n", | |
"\n", | |
"Dense retrieval has the issue, that is doesn't work well for new words and new concepts which it hasn't seen during the pre-training or fine-tuning stage.\n", | |
"\n", | |
"In the below example, we demonstrate this for a simple query: \"**How is COVID-19 transmitted**\".\n", | |
"\n", | |
"As model, we use TAS-B: A DistilBERT model that achieves state-of-the-art performance on MS MARCO (500k queries from Bing Search Engine). Both DistilBERT and MS MARCO were created with data from 2018 and before, hence, it lacks the knowledge of any COVID-related information.\n", | |
"\n", | |
"In your example we use a small collection of just 4 documents. If you search with this model, you get the following results (dot-score & document):\n", | |
"- 94.84\tEbola is transmitted via direct contact with blood\n", | |
"- 92.87\tHIV is transmitted via sex or sharing needles\n", | |
"- 92.31\tCorona is transmitted via the air\n", | |
"- 91.54\tPolio is transmitted via contaminated water or food\n", | |
"\n", | |
"\n", | |
"As we see, the correct document is just ranked on 3rd place behind how Ebola and HIV are transmitted.\n", | |
"\n", | |
"## Efficient Domain Adaptation with GPL\n", | |
"This notebook demonstrates [Generative Pseudo Labeling (GPL)](https://arxiv.org/abs/2112.07577), an efficient approach to adapt existing dense retrieval models to new domains & data.\n", | |
"\n", | |
"We get a collection 10k scientific papers on COVID-19 and then fine-tune within 15-60 minutes (depending on your GPU) to include the new COVID knowledge into our model.\n", | |
"\n", | |
"If we search again with the updated model, we get the search results we would expect:\n", | |
"- Query: How is COVID-19 transmitted\n", | |
"- 97.70\tCorona is transmitted via the air\n", | |
"- 96.71\tEbola is transmitted via direct contact with blood\n", | |
"- 95.14\tPolio is transmitted via contaminated water or food\n", | |
"- 94.13\tHIV is transmitted via sex or sharing needles" | |
], | |
"metadata": { | |
"id": "lwzfvAYedPF3" | |
}, | |
"id": "lwzfvAYedPF3" | |
}, | |
{ | |
"cell_type": "code", | |
"source": [ | |
"!nvidia-smi" | |
], | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "DDecS1iYdXaO", | |
"outputId": "83811fce-93cb-4b30-e1a6-c56e931a87ea" | |
}, | |
"id": "DDecS1iYdXaO", | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Wed Mar 23 20:27:10 2022 \n", | |
"+-----------------------------------------------------------------------------+\n", | |
"| NVIDIA-SMI 460.32.03 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 43C P8 28W / 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" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "ca440f9b", | |
"metadata": { | |
"id": "ca440f9b", | |
"outputId": "a139fa0f-fa02-489f-b1e0-3d0d9af897ff", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Collecting sentence_transformers\n", | |
" Downloading sentence-transformers-2.2.0.tar.gz (79 kB)\n", | |
"\u001b[K |████████████████████████████████| 79 kB 3.3 MB/s \n", | |
"\u001b[?25hCollecting datasets\n", | |
" Downloading datasets-2.0.0-py3-none-any.whl (325 kB)\n", | |
"\u001b[K |████████████████████████████████| 325 kB 24.4 MB/s \n", | |
"\u001b[?25hCollecting pinecone_client\n", | |
" Downloading pinecone_client-2.0.8-py3-none-any.whl (149 kB)\n", | |
"\u001b[K |████████████████████████████████| 149 kB 47.6 MB/s \n", | |
"\u001b[?25hCollecting transformers<5.0.0,>=4.6.0\n", | |
" Downloading transformers-4.17.0-py3-none-any.whl (3.8 MB)\n", | |
"\u001b[K |████████████████████████████████| 3.8 MB 49.3 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (4.63.0)\n", | |
"Requirement already satisfied: torch>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (1.10.0+cu111)\n", | |
"Requirement already satisfied: torchvision in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (0.11.1+cu111)\n", | |
"Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (1.21.5)\n", | |
"Requirement already satisfied: scikit-learn in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (1.0.2)\n", | |
"Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (1.4.1)\n", | |
"Requirement already satisfied: nltk in /usr/local/lib/python3.7/dist-packages (from sentence_transformers) (3.2.5)\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 53.5 MB/s \n", | |
"\u001b[?25hCollecting huggingface-hub\n", | |
" Downloading huggingface_hub-0.4.0-py3-none-any.whl (67 kB)\n", | |
"\u001b[K |████████████████████████████████| 67 kB 5.5 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from torch>=1.6.0->sentence_transformers) (3.10.0.2)\n", | |
"Requirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from transformers<5.0.0,>=4.6.0->sentence_transformers) (3.6.0)\n", | |
"Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from transformers<5.0.0,>=4.6.0->sentence_transformers) (2.23.0)\n", | |
"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers<5.0.0,>=4.6.0->sentence_transformers) (2019.12.20)\n", | |
"Collecting sacremoses\n", | |
" Downloading sacremoses-0.0.49-py3-none-any.whl (895 kB)\n", | |
"\u001b[K |████████████████████████████████| 895 kB 34.3 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from transformers<5.0.0,>=4.6.0->sentence_transformers) (4.11.3)\n", | |
"Collecting pyyaml>=5.1\n", | |
" Downloading PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (596 kB)\n", | |
"\u001b[K |████████████████████████████████| 596 kB 43.3 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from transformers<5.0.0,>=4.6.0->sentence_transformers) (21.3)\n", | |
"Collecting tokenizers!=0.11.3,>=0.11.1\n", | |
" Downloading tokenizers-0.11.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (6.5 MB)\n", | |
"\u001b[K |████████████████████████████████| 6.5 MB 38.1 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging>=20.0->transformers<5.0.0,>=4.6.0->sentence_transformers) (3.0.7)\n", | |
"Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from datasets) (1.3.5)\n", | |
"Collecting responses<0.19\n", | |
" Downloading responses-0.18.0-py3-none-any.whl (38 kB)\n", | |
"Requirement already satisfied: multiprocess in /usr/local/lib/python3.7/dist-packages (from datasets) (0.70.12.2)\n", | |
"Requirement already satisfied: dill in /usr/local/lib/python3.7/dist-packages (from datasets) (0.3.4)\n", | |
"Collecting aiohttp\n", | |
" Downloading aiohttp-3.8.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (1.1 MB)\n", | |
"\u001b[K |████████████████████████████████| 1.1 MB 34.9 MB/s \n", | |
"\u001b[?25hCollecting xxhash\n", | |
" Downloading xxhash-3.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (212 kB)\n", | |
"\u001b[K |████████████████████████████████| 212 kB 37.1 MB/s \n", | |
"\u001b[?25hCollecting fsspec[http]>=2021.05.0\n", | |
" Downloading fsspec-2022.2.0-py3-none-any.whl (134 kB)\n", | |
"\u001b[K |████████████████████████████████| 134 kB 36.9 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: pyarrow>=5.0.0 in /usr/local/lib/python3.7/dist-packages (from datasets) (6.0.1)\n", | |
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->transformers<5.0.0,>=4.6.0->sentence_transformers) (2021.10.8)\n", | |
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->transformers<5.0.0,>=4.6.0->sentence_transformers) (3.0.4)\n", | |
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->transformers<5.0.0,>=4.6.0->sentence_transformers) (2.10)\n", | |
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->transformers<5.0.0,>=4.6.0->sentence_transformers) (1.24.3)\n", | |
"Collecting urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1\n", | |
" Downloading urllib3-1.25.11-py2.py3-none-any.whl (127 kB)\n", | |
"\u001b[K |████████████████████████████████| 127 kB 39.4 MB/s \n", | |
"\u001b[?25hCollecting dnspython>=2.0.0\n", | |
" Downloading dnspython-2.2.1-py3-none-any.whl (269 kB)\n", | |
"\u001b[K |████████████████████████████████| 269 kB 31.8 MB/s \n", | |
"\u001b[?25hCollecting loguru>=0.5.0\n", | |
" Downloading loguru-0.6.0-py3-none-any.whl (58 kB)\n", | |
"\u001b[K |████████████████████████████████| 58 kB 4.4 MB/s \n", | |
"\u001b[?25hRequirement already satisfied: python-dateutil>=2.5.3 in /usr/local/lib/python3.7/dist-packages (from pinecone_client) (2.8.2)\n", | |
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.5.3->pinecone_client) (1.15.0)\n", | |
"Collecting multidict<7.0,>=4.5\n", | |
" Downloading multidict-6.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (94 kB)\n", | |
"\u001b[K |████████████████████████████████| 94 kB 3.6 MB/s \n", | |
"\u001b[?25hCollecting aiosignal>=1.1.2\n", | |
" Downloading aiosignal-1.2.0-py3-none-any.whl (8.2 kB)\n", | |
"Collecting frozenlist>=1.1.1\n", | |
" Downloading frozenlist-1.3.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (144 kB)\n", | |
"\u001b[K |████████████████████████████████| 144 kB 51.4 MB/s \n", | |
"\u001b[?25hCollecting yarl<2.0,>=1.0\n", | |
" Downloading yarl-1.7.2-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 51.2 MB/s \n", | |
"\u001b[?25hCollecting asynctest==0.13.0\n", | |
" Downloading asynctest-0.13.0-py3-none-any.whl (26 kB)\n", | |
"Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->datasets) (21.4.0)\n", | |
"Requirement already satisfied: charset-normalizer<3.0,>=2.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->datasets) (2.0.12)\n", | |
"Collecting async-timeout<5.0,>=4.0.0a3\n", | |
" Downloading async_timeout-4.0.2-py3-none-any.whl (5.8 kB)\n", | |
"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata->transformers<5.0.0,>=4.6.0->sentence_transformers) (3.7.0)\n", | |
"Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas->datasets) (2018.9)\n", | |
"Requirement already satisfied: click in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers<5.0.0,>=4.6.0->sentence_transformers) (7.1.2)\n", | |
"Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers<5.0.0,>=4.6.0->sentence_transformers) (1.1.0)\n", | |
"Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sentence_transformers) (3.1.0)\n", | |
"Requirement already satisfied: pillow!=8.3.0,>=5.3.0 in /usr/local/lib/python3.7/dist-packages (from torchvision->sentence_transformers) (7.1.2)\n", | |
"Building wheels for collected packages: sentence-transformers\n", | |
" Building wheel for sentence-transformers (setup.py) ... \u001b[?25l\u001b[?25hdone\n", | |
" Created wheel for sentence-transformers: filename=sentence_transformers-2.2.0-py3-none-any.whl size=120747 sha256=e8bec25e4ccb7b9a3d83fdd0f98561338b3f7a18eb00271a7bb9a32e40550f6c\n", | |
" Stored in directory: /root/.cache/pip/wheels/83/c0/df/b6873ab7aac3f2465aa9144b6b4c41c4391cfecc027c8b07e7\n", | |
"Successfully built sentence-transformers\n", | |
"Installing collected packages: urllib3, multidict, frozenlist, yarl, pyyaml, asynctest, async-timeout, aiosignal, tokenizers, sacremoses, huggingface-hub, fsspec, aiohttp, xxhash, transformers, sentencepiece, responses, loguru, dnspython, sentence-transformers, pinecone-client, datasets\n", | |
" Attempting uninstall: urllib3\n", | |
" Found existing installation: urllib3 1.24.3\n", | |
" Uninstalling urllib3-1.24.3:\n", | |
" Successfully uninstalled urllib3-1.24.3\n", | |
" Attempting uninstall: pyyaml\n", | |
" Found existing installation: PyYAML 3.13\n", | |
" Uninstalling PyYAML-3.13:\n", | |
" Successfully uninstalled PyYAML-3.13\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", | |
"datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\u001b[0m\n", | |
"Successfully installed aiohttp-3.8.1 aiosignal-1.2.0 async-timeout-4.0.2 asynctest-0.13.0 datasets-2.0.0 dnspython-2.2.1 frozenlist-1.3.0 fsspec-2022.2.0 huggingface-hub-0.4.0 loguru-0.6.0 multidict-6.0.2 pinecone-client-2.0.8 pyyaml-6.0 responses-0.18.0 sacremoses-0.0.49 sentence-transformers-2.2.0 sentencepiece-0.1.96 tokenizers-0.11.6 transformers-4.17.0 urllib3-1.25.11 xxhash-3.0.0 yarl-1.7.2\n" | |
] | |
} | |
], | |
"source": [ | |
"!pip install sentence_transformers datasets pinecone_client" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "5dbc894a", | |
"metadata": { | |
"id": "5dbc894a" | |
}, | |
"outputs": [], | |
"source": [ | |
"from sentence_transformers import SentenceTransformer, util, InputExample, losses\n", | |
"from torch.utils.data import DataLoader\n", | |
"from sentence_transformers import CrossEncoder\n", | |
"from transformers import AutoTokenizer, AutoModelForSeq2SeqLM\n", | |
"import tqdm\n", | |
"import random\n", | |
"from datasets import load_dataset\n", | |
"import pinecone" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "3c447291", | |
"metadata": { | |
"id": "3c447291", | |
"colab": { | |
"base_uri": "https://localhost:8080/", | |
"height": 401, | |
"referenced_widgets": [ | |
"1a1a54fba1c64fa08cb498c3d44ffb7d", | |
"fea370531ccc4504a1a3373706378574", | |
"56f9c71edb034650b30b202e8ffbc48f", | |
"6c2ce6f3fff34e24ad6cb3a8f9ecb68e", | |
"5be7da4ebe324e5e80a5b5df121b1357", | |
"5ae2de1deabd45c484cbbab727219a46", | |
"528b358f0fc3460f831b432caff7ce1a", | |
"7b5d43e7ba9c41d699e6c58743922ce1", | |
"72bb3536051243249970fcce2e97576a", | |
"cc3afdb243b5446fa3ce3a72e08ddfa3", | |
"3f0375a254c045568a85401c50b4ba64", | |
"61766fdf2d624a82816dfd11bad86d13", | |
"1b0628147ac04954b2810333e9a44784", | |
"a7b04b4d755940eeaaf9166337093b8c", | |
"a40d0c68fe4b43ef84467511d2eccfe7", | |
"b0fe621a97f3449180d2c6d8c22dc9de", | |
"e99ad1a1f5b541809d9a2f19ff10846d", | |
"71d86604eb4742dcb4966df42be7801f", | |
"0805b3d4285142e08ae82f09944665bf", | |
"6d2d529c1ac54378b944ae4eaee56fcd", | |
"320bd409bf9f4e0fb0580e41d423c4d9", | |
"af1fdc87f14849eeb99fba2c38dff580", | |
"10043932feb34be8a9a0cd95a3d495d6", | |
"07ede0ede2a740a1a1fb32c4076af0c7", | |
"af2f0329158e4dae9278c664cc76696a", | |
"c85071546c0740919c3b0b4fe2abb7ac", | |
"c5e9f24cffa4480b8d05498247f6fb93", | |
"59997806751f484db9983ef4e7ac9319", | |
"f51501d34758419191d63411bce2fd19", | |
"f3cf53a6b6f54a32ac9e83b73b962fdc", | |
"d5b0f72025a64fb8a7dd689be300ddff", | |
"6e401197dee241659be86dfa4b0cbde6", | |
"1dd5eefb3dd24d3c8a308c05ee65750d", | |
"0ad0b526378349d8a8ba8b794df9b400", | |
"e68586c3381146b69f80a6450403a8b6", | |
"36f4464361364f3b9fc760bc8bb03293", | |
"f1f871fc9e394bdf979481c707fe6f6e", | |
"81bec02598e446ed8f298fd50ad52ec8", | |
"cc4e70c8cea249f08b462052315b3510", | |
"7a56d1c1ccd2488ca9f0d2d43b540c85", | |
"292216407e504481a2ebc38f86ed2c57", | |
"78578f6bb02a45d1b7cbdccff4a868ff", | |
"b29e0d98df1441d4ae513ec704e7614d", | |
"27599b5652c246fb82fde622d93b75f3", | |
"9106c4d055ed46069104dd693b945ed0", | |
"8e7c4ab9b92a4a309bb602db95d401c8", | |
"edddfc88c2554bb5a9486dbbc465bb9b", | |
"8a077ab30ce542b4b49a3f72bb198782", | |
"08816a3caf6840ddb84f368611bd8a39", | |
"281e8dc5110a4657b722ff8c7a01b431", | |
"da760b79c5484f589f22943aef1ef959", | |
"6e61a142f5ea4ab5868648726406f222", | |
"6f1588d783ab42a985162c1b968800ec", | |
"5030e93732484b7f81a5a53fbaefb8e6", | |
"6651ff4fac7f416e8fe965991e069902", | |
"4a11441e6b5f43059769a8dcdf232aab", | |
"0391fa5e89d1491c99d119afc471276a", | |
"d24edc24cd024286b7b454c1b5d62d30", | |
"c0ec3a9ef9a94330a986478141a43b9a", | |
"880a94f8947a4ab9852aa006e4ca3ad5", | |
"9f3e6a663fc646f9bbc682ba3f85b136", | |
"d0158ac0df474245b14fad106c4e70f2", | |
"cbb73a35f8284435a56fee1e45452ac0", | |
"381347d6943e47b6a97316d38f6fdd10", | |
"7365562ccd43428aae42c9c540bf076a", | |
"613a20e0d42f4455a8f5d8b75b0bb0c2", | |
"d1a28bd8761d41b38296963a3931f6ac", | |
"e63c273775b54c1ea3e6400b4a8037c3", | |
"c68edb8867ad401ca7ae67e5baa45ebc", | |
"ece10d2b8603406aa8817985063936ec", | |
"23f50683904e4049a4fe57a80cd765e7", | |
"c2e0db6b8ba244c0b24855151fe8494b", | |
"04e6538bbb4a45faad4cdf1d6e41c280", | |
"f4f4c87b9ea64f338bb16e2378f4ade3", | |
"f7b2e4ed3c784bd6aa927b452e0f5669", | |
"29093d3364184371bf7fd15688be3a68", | |
"de985cd9f5e2421a9ce617560f69b37b", | |
"230669c2735c41a98382267e6bde8192", | |
"0d1e63cfb1fb46c5951bb17af75f6faa", | |
"4b87aea01bb141408d722a031d3c03e5", | |
"95dcc74105634b60b97fec037a49e5ed", | |
"ec063797b40e44339c8884c8042fbe50", | |
"b8d8c7d73b91427395c8ae4b6a78031c", | |
"869129fd8b954a249c567c939b82ade7", | |
"7ddf13f71c45487bbe8bf3619e6ba540", | |
"bfb7cdeee24a435daea1c4ec0df9d3c0", | |
"96e487df0f394144ab4f76c4d2947dda", | |
"c5e78ce804e745d0a2e23513ed9801f8", | |
"e5b476ed4e414b46a83096b16ee0bc6a", | |
"99e34f9d4ffa417f988c9b3ec9ef6d12", | |
"5bebff3040c14b3ba9f67d48e1f22208", | |
"0a61b0b9f7714482b4a80f74a370044a", | |
"24df352c94b7486eb8729226d6089801", | |
"b9e07794b8a145459b70b2b2effae198", | |
"5f120feb532a4200836b0dd641cf83ee", | |
"233d0ec8f738410fab7add8e1663dfd3", | |
"de2045d01fec4bddb88cf79847e2fa28", | |
"2ccecaf718d74b278e3ef96dc3cbb539", | |
"3a182f3aa9ea4ef18e48d77cdf177b8e", | |
"dc6e7af411cc4e5e86f4bd5546280aed", | |
"12aead9e3e69470aa3effbcaa78ead07", | |
"2eb52c89e2724f059820e013a6f129b6", | |
"23dc95de8403478c8a46befa4e65578c", | |
"e0a3ed9826f9481f8f25926c3946e269", | |
"894770ded4a14d9abeef02f191a2ed5a", | |
"a5c5628d82dc43029e8769a649c9453a", | |
"4d7365140d1342c3b87a122a08023542", | |
"110d6b94b7f243e5b7899e49af5b2a3c", | |
"41c2be6da6ca4c73b5590c6af4daff83", | |
"b704305a36c046009a397b4e7ba7bf8d", | |
"5cffb63c6b3e4711b7cb5b4b4a002f08", | |
"4c82e5a3698b49f49e101e7b05705c64", | |
"28b1e772dd9d40869629a50f29796882", | |
"51a71de75a134074b5dcc042e1431bb4", | |
"86fe2e741383483f8b35b16f266a3e16", | |
"0cd6ef62b112470a969cc11642790871", | |
"9bc4810a889d4a499a07e40fdcac769b", | |
"c646c23225b24f959bd43b1978d74038", | |
"faacf4a5f2f743e598c9e7460138304f", | |
"37c102aabbdb4de097f6b945b2523ec4", | |
"481e9c60f6a04846bdb82a430b265dd7", | |
"b959e8a27fa848d498db81aaccac5fdb", | |
"fc306ca1f2a5483a87cdbc881665a087", | |
"74dfd2a65dac424f826e5c022a142fed", | |
"77346324e9424a04923a2ad23b5c5655", | |
"6897d5be3397443c97dcf360cde5eabf", | |
"78d696fc166c4f82a242b9cdc97bcf5c", | |
"a7254fdffd52480bb4faf65576adcca8", | |
"54ae2995a41a46c39d3b75af4f3ed180", | |
"83583109259644e0a7c23bcb42d39863", | |
"6ccf080674bc416c9825522d5684451c", | |
"52934653a0db435dbb8d2c869d52a0e5" | |
] | |
}, | |
"outputId": "fe696812-ab08-47e3-a492-2a31b4ff608c" | |
}, | |
"outputs": [ | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/690 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "1a1a54fba1c64fa08cb498c3d44ffb7d" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/3.95k [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "61766fdf2d624a82816dfd11bad86d13" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/548 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "10043932feb34be8a9a0cd95a3d495d6" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/122 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "0ad0b526378349d8a8ba8b794df9b400" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/229 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "9106c4d055ed46069104dd693b945ed0" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/265M [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "4a11441e6b5f43059769a8dcdf232aab" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/53.0 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "d1a28bd8761d41b38296963a3931f6ac" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/112 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "230669c2735c41a98382267e6bde8192" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/466k [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "e5b476ed4e414b46a83096b16ee0bc6a" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/547 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "dc6e7af411cc4e5e86f4bd5546280aed" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/232k [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "5cffb63c6b3e4711b7cb5b4b4a002f08" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/190 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "b959e8a27fa848d498db81aaccac5fdb" | |
} | |
}, | |
"metadata": {} | |
} | |
], | |
"source": [ | |
"# We load the TAS-B model, a state-of-the-art model trained on MS MARCO\n", | |
"max_seq_length = 200\n", | |
"model_name = \"msmarco-distilbert-base-tas-b\"\n", | |
"\n", | |
"org_model = SentenceTransformer(model_name)\n", | |
"org_model.max_seq_length = max_seq_length" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "3d42c72a", | |
"metadata": { | |
"id": "3d42c72a", | |
"outputId": "5f50a198-083b-4973-e96e-00570ce66492", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Original Model\n", | |
"Query: How is COVID-19 transmitted\n", | |
"94.84\tEbola is transmitted via direct contact with blood\n", | |
"92.87\tHIV is transmitted via sex or sharing needles\n", | |
"92.31\tCorona is transmitted via the air\n", | |
"91.54\tPolio is transmitted via contaminated water or food\n" | |
] | |
} | |
], | |
"source": [ | |
"# We define a simple query and some documents how diseases are transmitted\n", | |
"# As TAS-B was trained on rather out-dated data (2018 and older), it has now idea about COVID-19\n", | |
"# So in the below example, it fails to recognize the relationship between COVID-19 and Corona\n", | |
"\n", | |
"def show_examples(model):\n", | |
" query = \"How is COVID-19 transmitted\"\n", | |
" docs = [\n", | |
" \"Corona is transmitted via the air\",\n", | |
" \"Ebola is transmitted via direct contact with blood\",\n", | |
" \"HIV is transmitted via sex or sharing needles\",\n", | |
" \"Polio is transmitted via contaminated water or food\"\n", | |
" ]\n", | |
"\n", | |
" query_emb = model.encode(query)\n", | |
" docs_emb = model.encode(docs)\n", | |
" scores = util.dot_score(query_emb, docs_emb)[0]\n", | |
" doc_scores = sorted(zip(docs, scores), key=lambda x: x[1], reverse=True)\n", | |
"\n", | |
" print(\"Query:\", query)\n", | |
" for doc, score in doc_scores:\n", | |
" #print(doc, score)\n", | |
" print(f\"{score:0.02f}\\t{doc}\")\n", | |
" \n", | |
" \n", | |
"print(\"Original Model\")\n", | |
"show_examples(org_model)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "5e3744e9", | |
"metadata": { | |
"id": "5e3744e9" | |
}, | |
"source": [ | |
"# Get Some Data on COVID-19\n", | |
"We select 10k scientific publications (title + abstract) that are connected to COVID-19. As dataset we use [TREC-COVID-19](https://huggingface.co/datasets/nreimers/trec-covid)." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "b4af1063", | |
"metadata": { | |
"id": "b4af1063", | |
"outputId": "e36efea0-49b0-4930-e4dc-fa03650f507d", | |
"colab": { | |
"base_uri": "https://localhost:8080/", | |
"height": 206, | |
"referenced_widgets": [ | |
"5e1d88ca38ef4cebb729f99eccd68bcd", | |
"25a0b085f3be444b82993d9351bb5870", | |
"a30fd0579e474420a1361cb13f7e5359", | |
"68b5aba36aad44618fce8a1d85ab38c1", | |
"39eebfbebc5e4832a128a5c7ba5ccd8c", | |
"dba0dce6128e4148ac05c40bc9f5e4ff", | |
"b70fd29acae24a9aa300e9d9ded761de", | |
"ba6b1cbb989f4f4680200ff20b4383c4", | |
"892efaf72bae4365ad9d3b3a229ce9b1", | |
"d89f53e596a04b5399d87e009fc4b4c8", | |
"76ca17fdd2214fc485c4695e75e16455", | |
"e74e1c800cdf4859834200cb02dc4f3e", | |
"a30461fa45ee4c358d2d08d09a3bee2d", | |
"dc942323e6ef464fbd780669d9de3f04", | |
"6928ef7c4f114363a2acb2f715bf83a6", | |
"c5db671386004902a0a3a88ec4243f56", | |
"a60b8f9198bd4c61bfd93c280833c41b", | |
"eee520c40e6946c7994e67dc53f60923", | |
"b22a345d588340c3939eb3cd795fbd93", | |
"a8888bf2b2ce4c0597d41ff3fa89feb9", | |
"41a8960515764b509978b58c7e0b21dc", | |
"507e0427ff6248d9bd2f0af041267053", | |
"6f4e8eafec8c4960bdb4f51c3d86b72b", | |
"197eaa880e4849d8bdde5f8b941aefe9", | |
"93e8c2ec44af478c8d2c436aa4f5c540", | |
"a539617674344c7e98a49350cc52f8e4", | |
"0113e7da88b64921ad3490af2978b10d", | |
"1ed9f295062d435fbc88d85da68facd5", | |
"8cda7f855c1949fa9b26c2fc85a4d788", | |
"e90b36c7bdc34a30bb4041725356e641", | |
"655acfa985ec463d89d61570c8f02713", | |
"08da3816bcc94e5d8248fec6f5a3ac23", | |
"e00fef93042a404082ab3e79d23c795d" | |
] | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stderr", | |
"text": [ | |
"Using custom data configuration nreimers--trec-covid-c0101bec5094a9fc\n" | |
] | |
}, | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Downloading and preparing dataset json/nreimers--trec-covid to /root/.cache/huggingface/datasets/json/nreimers--trec-covid-c0101bec5094a9fc/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b...\n" | |
] | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading data files: 0%| | 0/1 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "5e1d88ca38ef4cebb729f99eccd68bcd" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading data: 0%| | 0.00/73.5M [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "e74e1c800cdf4859834200cb02dc4f3e" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Extracting data files: 0%| | 0/1 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "6f4e8eafec8c4960bdb4f51c3d86b72b" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Dataset json downloaded and prepared to /root/.cache/huggingface/datasets/json/nreimers--trec-covid-c0101bec5094a9fc/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b. Subsequent calls will reuse this data.\n", | |
"Len Corpus: 10000\n" | |
] | |
} | |
], | |
"source": [ | |
"dataset = load_dataset('nreimers/trec-covid', split='train')\n", | |
"\n", | |
"corpus = []\n", | |
"for row in dataset:\n", | |
" if len(row['title']) > 20 and len(row['text']) > 100:\n", | |
" text = row['title']+\" \"+row['text']\n", | |
" \n", | |
" text_lower = text.lower()\n", | |
" \n", | |
" # The dataset also contains many papers on other diseases. To make the training in this demo\n", | |
" # more efficient, we focus on papers that talk about COVID.\n", | |
" if 'covid' in text_lower or 'corona' in text_lower or 'sars-cov-2' in text_lower:\n", | |
" corpus.append(text)\n", | |
" \n", | |
" if len(corpus) >= 10000:\n", | |
" break\n", | |
" \n", | |
"print(\"Len Corpus:\", len(corpus))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "85942063", | |
"metadata": { | |
"id": "85942063" | |
}, | |
"source": [ | |
"# Generate Queries\n", | |
"Next, for our 10k documents we generate possible queries a person might ask. Here we use the [doc2query/msmarco-t5-base-v1](https://huggingface.co/doc2query/msmarco-t5-base-v1)\n", | |
"\n", | |
"It is a T5 model trained on MS MARCO (with data from before 2018): Given a text passage, it generates a matching search query. Even though the model hasn't seen any COVID related content, it can still produce sensible queries by copying words from the input text." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "183ff7ab", | |
"metadata": { | |
"id": "183ff7ab", | |
"outputId": "d8d20d73-6c1c-4b29-a0ed-b58de3840e5a", | |
"colab": { | |
"base_uri": "https://localhost:8080/", | |
"height": 206, | |
"referenced_widgets": [ | |
"97d8d067a6854955b9a8f3d75e94c0f2", | |
"7dc62abd59f84ca28a3c951ce0931a26", | |
"47739e4fb33245b3a1f1ab0a0ab330d4", | |
"23e41d891e444e04828219a2fb85b54f", | |
"634cfcb75bc84a529ea63cd340bfe3de", | |
"776a503db5804251b0c2f291cb7b8030", | |
"3b33b69413ed4763b46cd5466c233935", | |
"6c9e59428b964aeea0c25b761de176e1", | |
"0e587b53f894408bb469729665edeb60", | |
"85de60d9aacd4275ad0d12114fa861ea", | |
"358403dfddf44198a066f4fc8bd3c3b8", | |
"955a675a26304693b3a2704cdef5993e", | |
"7c8c0787f0f345f08b356e8df83b04be", | |
"57c48178db7547b3808cde15352eeee5", | |
"672104035a9b458bb081cc36a0d86526", | |
"7c1d1fd6164948b6be1d0973aeb2e6ca", | |
"f96b3b72850444599fd7616a00c7fb65", | |
"c0fc71340dae49098379a0e159a09ed0", | |
"9f1eac3bd25c4c14a80ae6cca65ca038", | |
"b3f68e64f50143d5a794d8a1cf45b5e2", | |
"3a98ad77c18845edaf94a2a5bdf21733", | |
"ae67b804807c4450aa6d420154afa420", | |
"cb49b0f2e56b4e15a21ff08f2229872c", | |
"3909f85807ac4d058bb89a5aff5a405a", | |
"2323312aaedd44c1afcce64549a96cfc", | |
"d95f48e0678c460480cdd03ef46756d5", | |
"b76bae5db2d641e0977517db11de1e2a", | |
"a3a1e1c6067f41868a0f123517bc82b0", | |
"6fc468ac4ef249edb17598b299d30442", | |
"b3dc4d95462f45708070da820af7f87b", | |
"7df60cc6baf5425daf633cdd65c026a9", | |
"edb48ba537024c479da4e385ddc6c6bf", | |
"9da86d6c455d4bc4826dcd19819bd1b4" | |
] | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stderr", | |
"text": [ | |
"Using custom data configuration nreimers--trec-covid-generated-queries-c23aacba4e20cdbe\n" | |
] | |
}, | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Downloading and preparing dataset json/nreimers--trec-covid-generated-queries to /root/.cache/huggingface/datasets/json/nreimers--trec-covid-generated-queries-c23aacba4e20cdbe/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b...\n" | |
] | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading data files: 0%| | 0/1 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "97d8d067a6854955b9a8f3d75e94c0f2" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading data: 0%| | 0.00/6.62M [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "955a675a26304693b3a2704cdef5993e" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Extracting data files: 0%| | 0/1 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "cb49b0f2e56b4e15a21ff08f2229872c" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Dataset json downloaded and prepared to /root/.cache/huggingface/datasets/json/nreimers--trec-covid-generated-queries-c23aacba4e20cdbe/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b. Subsequent calls will reuse this data.\n", | |
"Generated queries: 30000\n" | |
] | |
} | |
], | |
"source": [ | |
"query_doc_pairs = []\n", | |
"load_queries_from_hub = True\n", | |
"\n", | |
"\n", | |
"# Generation of the queries is quite slow in Colab due to the old GPU and the limited CPU\n", | |
"# I pre-computed the queries and uploaded these to the HF dataset hub. Here we just download them\n", | |
"if load_queries_from_hub:\n", | |
" generated_queries = load_dataset('nreimers/trec-covid-generated-queries', split='train')\n", | |
" for row in generated_queries:\n", | |
" query_doc_pairs.append([row['query'], row['doc']])\n", | |
"else:\n", | |
" #Load doc2query model\n", | |
" t5_name = 'doc2query/msmarco-t5-base-v1'\n", | |
" t5_tokenizer = AutoTokenizer.from_pretrained(t5_name)\n", | |
" t5_model = AutoModelForSeq2SeqLM.from_pretrained(t5_name).cuda()\n", | |
"\n", | |
" batch_size = 32\n", | |
" queries_per_doc = 3\n", | |
"\n", | |
" for start_idx in tqdm.tqdm(range(0, len(corpus), batch_size)):\n", | |
" corpus_batch = corpus[start_idx:start_idx+batch_size] \n", | |
" enc_inp = t5_tokenizer(corpus_batch,\n", | |
" max_length=max_seq_length, \n", | |
" truncation=True,\n", | |
" padding=True,\n", | |
" return_tensors='pt')\n", | |
" \n", | |
" \n", | |
" outputs = t5_model.generate(\n", | |
" input_ids=enc_inp['input_ids'].cuda(),\n", | |
" attention_mask=enc_inp['attention_mask'].cuda(),\n", | |
" max_length=64,\n", | |
" do_sample=True,\n", | |
" top_p=0.95,\n", | |
" num_return_sequences=queries_per_doc,\n", | |
" )\n", | |
"\n", | |
" decoded_output = t5_tokenizer.batch_decode(outputs, skip_special_tokens=True)\n", | |
" \n", | |
" for idx, query in enumerate(decoded_output):\n", | |
" corpus_id = int(idx/queries_per_doc)\n", | |
" query_doc_pairs.append([query, corpus_batch[corpus_id]])\n", | |
"\n", | |
"\n", | |
"print(\"Generated queries:\", len(query_doc_pairs))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "d01e6788", | |
"metadata": { | |
"id": "d01e6788", | |
"outputId": "a4f17e8a-b695-4f8a-c0d1-2d37c5da60db", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"what is a coronavirus\n", | |
"Infection, Replication, and Transmission of Middle East Respiratory Syndrome Coronavirus in Alpacas Middle East respiratory syndrome coronavirus is a recently emerged pathogen associated with severe human disease. Zoonotic spillover from camels appears to play a major role in transmission. Because of logistic difficulties in working with dromedaries in containment, a more manageable animal model would be desirable. We report shedding and transmission of this virus in experimentally infected alpacas (n = 3) or those infected by contact (n = 3). Infectious virus was detected in all infected animals and in 2 of 3 in-contact animals. All alpacas seroconverted and were rechallenged 70 days after the original infection. Experimentally infected animals were protected against reinfection, and those infected by contact were partially protected. Necropsy specimens from immunologically naive animals (n = 3) obtained on day 5 postinfection showed virus in the upper respiratory tract. These data demonstrate efficient virus replication and animal-to-animal transmission and indicate that alpacas might be useful surrogates for camels in laboratory studies.\n" | |
] | |
} | |
], | |
"source": [ | |
"#Search for a query that contains the word 'corona'\n", | |
"for query, doc in query_doc_pairs:\n", | |
" if 'corona' in query:\n", | |
" print(query)\n", | |
" print(doc)\n", | |
" break\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "c882534e", | |
"metadata": { | |
"id": "c882534e" | |
}, | |
"source": [ | |
"# Mine Negatives\n", | |
"\n", | |
"To mine negatives we can use a vector database like Pinecone, all we need is an API key from [app.pinecone.io](https://app.pinecone.io). First, we can encode our embeddings." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "7313d58d", | |
"metadata": { | |
"id": "7313d58d", | |
"outputId": "45b328af-b0ee-480b-f83e-40db222b91eb", | |
"colab": { | |
"referenced_widgets": [ | |
"c9e6d2d11e8b4f3b88619daf2acc0e4a", | |
"c2f1710c6cfd42f0a2d1fa8faef72983", | |
"1852cd227739407caf6472d045e99fed", | |
"c20ec806f6f44596949fc817b0409fc3", | |
"6acf8fb8c45649e1876964ca8b045842", | |
"0251f6a516de43cda0df37aba863f9c1", | |
"96426a1a9c4148f1ad07d1c59c21f5b6", | |
"ed4544dedb994729a2b35474773e585a", | |
"833ec3c127054617ad12bad8230fbcbf", | |
"4c2dbba608b34e19a86048e4e7845654", | |
"53300e76188e479cb091d37b5327fbc6" | |
], | |
"base_uri": "https://localhost:8080/", | |
"height": 67 | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Batches: 0%| | 0/313 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "c9e6d2d11e8b4f3b88619daf2acc0e4a" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "execute_result", | |
"data": { | |
"text/plain": [ | |
"torch.Size([10000, 768])" | |
] | |
}, | |
"metadata": {}, | |
"execution_count": 9 | |
} | |
], | |
"source": [ | |
"corpus_emb = org_model.encode(corpus, convert_to_tensor=True, show_progress_bar=True)\n", | |
"corpus_emb.shape" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "6fe8be27", | |
"metadata": { | |
"id": "6fe8be27" | |
}, | |
"source": [ | |
"Then initialize a Pinecone index." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "4172d247", | |
"metadata": { | |
"id": "4172d247" | |
}, | |
"outputs": [], | |
"source": [ | |
"with open('secret', 'r') as fp:\n", | |
" API_KEY = fp.read()\n", | |
"\n", | |
"pinecone.init(api_key=API_KEY, environment='us-west1-gcp')\n", | |
"\n", | |
"# create new mining index if does not exist\n", | |
"if 'negative-mine' not in pinecone.list_indexes():\n", | |
" pinecone.create_index(\n", | |
" 'negative-mine', dimension=corpus_emb.shape[1],\n", | |
" metric='dotproduct', pods=20, pod_type='p1' # limit of pods=1 for free plan (more pods == faster mining)\n", | |
" )\n", | |
"# connect\n", | |
"index = pinecone.Index('negative-mine')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "bcd139da-9f2d-441d-b8e3-488a70250fbb", | |
"metadata": { | |
"id": "bcd139da-9f2d-441d-b8e3-488a70250fbb" | |
}, | |
"source": [ | |
"| Pods (p1) | 10K mine time |\n", | |
"| --- | --- |\n", | |
"| 1 | 22:00 |\n", | |
"| 5 | 09:44 |\n", | |
"| 10 | 05:34 |\n", | |
"| 20 | 03:15 |\n", | |
"| 30 | 03:11 |\n", | |
"\n", | |
"*(latency depends on network location and other variables)*" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "fa812ff6", | |
"metadata": { | |
"id": "fa812ff6" | |
}, | |
"source": [ | |
"We then upload the embeddings to our index." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "54a5f006", | |
"metadata": { | |
"id": "54a5f006", | |
"outputId": "9d7f1e5f-9f3e-4373-82e4-fd4c95cae7fc", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stderr", | |
"text": [ | |
"100%|██████████| 313/313 [01:33<00:00, 3.35it/s]\n" | |
] | |
}, | |
{ | |
"output_type": "execute_result", | |
"data": { | |
"text/plain": [ | |
"{'dimension': 768,\n", | |
" 'index_fullness': 0.0,\n", | |
" 'namespaces': {'': {'vector_count': 10000}}}" | |
] | |
}, | |
"metadata": {}, | |
"execution_count": 21 | |
} | |
], | |
"source": [ | |
"batch_size = 32\n", | |
"\n", | |
"for i in tqdm.tqdm(range(0, len(corpus_emb), batch_size)):\n", | |
" i_end = min(i+batch_size, len(corpus_emb))\n", | |
" batch_emb = corpus_emb[i:i_end, :].tolist()\n", | |
" batch_ids = [str(x) for x in range(i, i_end)]\n", | |
" # upload to index\n", | |
" index.upsert(vectors=list(zip(batch_ids, batch_emb)))\n", | |
"index.describe_index_stats()" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "598680f0-6634-4589-9ef3-840068d2d270", | |
"metadata": { | |
"id": "598680f0-6634-4589-9ef3-840068d2d270" | |
}, | |
"source": [ | |
"And now perform the negative mining step to produce (query, positive, negative) pairs. The advantage of Pinecone in this step is clearer for larger datasets (10K is small). Pinecone can scale to millions (and even billions) of vectors, which we cannot handle with typical exhaustive search." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "9be2c6e3-87ae-4178-af1c-fdaba80dd723", | |
"metadata": { | |
"tags": [], | |
"id": "9be2c6e3-87ae-4178-af1c-fdaba80dd723", | |
"outputId": "7a5de109-6d50-4fd3-9003-4859878e97e8", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stderr", | |
"text": [ | |
"100%|██████████| 300/300 [07:11<00:00, 1.44s/it]\n" | |
] | |
} | |
], | |
"source": [ | |
"batch_size = 100\n", | |
"triplets = []\n", | |
"\n", | |
"for i in tqdm.tqdm(range(0, len(query_doc_pairs), batch_size)):\n", | |
" # embed queries and query pinecone in batches to minimize network latency\n", | |
" i_end = min(i+batch_size, len(query_doc_pairs))\n", | |
" queries = [pair[0] for pair in query_doc_pairs[i:i_end]]\n", | |
" pos_docs = [pair[1] for pair in query_doc_pairs[i:i_end]]\n", | |
" query_embs = org_model.encode(queries, convert_to_tensor=True, show_progress_bar=False)\n", | |
" res = index.query(query_embs.tolist(), top_k=10)\n", | |
" # iterate through queries and find negatives\n", | |
" for query, pos_doc, query_res in zip(queries, pos_docs, res['results']):\n", | |
" top_results = query_res['matches']\n", | |
" random.shuffle(top_results)\n", | |
" for hit in top_results:\n", | |
" neg_doc = corpus[int(hit['id'])]\n", | |
" if neg_doc != pos_doc:\n", | |
" triplets.append([query, pos_doc, neg_doc])\n", | |
" break" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "7e28cbba", | |
"metadata": { | |
"id": "7e28cbba" | |
}, | |
"source": [ | |
"# Score with CrossEncoder\n", | |
"\n", | |
"It can happen that the query generator produces a query of low quality. Also, in the negative mining step it can happen that the found `negative` for a given `query` is actually quite relevant.\n", | |
"\n", | |
"To overcome this issue, we use a Cross-Encoder that scores `(query, positive)` and `(query, negative)`. \n", | |
"\n", | |
"Note that this cross-encoder was also trained on MS MARCO and has not seen any COVID related content. But due to its structure, it is able to perform word-by-word matching and is more robust to new, unseen words." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "ad4b870e", | |
"metadata": { | |
"id": "ad4b870e", | |
"outputId": "b338b770-7f0c-437c-a842-a28250ef8817", | |
"colab": { | |
"referenced_widgets": [ | |
"9ea9eb2f98f34dfb8dcaca146a1f14c9", | |
"0d6d4805a0fd49408c5cf03c39fc5494", | |
"e8f320a090eb48f2a157b754c73d62d1", | |
"f3f6717a608f453d93a10e8e3bd4f2ae", | |
"31054d97bcdb4b6aa2a74802993d6fcc", | |
"a5b42d22be764343add0994b62e2620f", | |
"6f33a3fd1d73415cbdf0ea6bc7adc2e4", | |
"5530ffc1bc924279abe50e4b061d8b08", | |
"9355cab45d64487984169bbcf0cdccd3", | |
"325cfb2389dc4907a7c512dfbf654437", | |
"63c3f1dbc69d42d98c349de4c4a98c05", | |
"18ccc3837c4342a988422cc62f71e770", | |
"1ecaad134a04493d8fd6195cedef9cb1", | |
"8ddd819073f94c6b9ad5b3197751108b", | |
"ad4ccb08d7594d3b99d2348cc12815c0", | |
"6851b3db244f4ae6a102da7694d23762", | |
"b4e800394ba94d0793236de8d5984754", | |
"ea546c58dda34ec4b093cf39ef2e63c3", | |
"c05cdfa7853e43bcbba5462eac5c6616", | |
"dd43adf0d4584434a1ffd0870ea01341", | |
"421c2edfcbbd4348a82621d68a18645d", | |
"79021962fd0b480ba387453f0692fb9e", | |
"7300f1c4f30048f79c157459420fe6e4", | |
"acb7feb0489f4132a02ae942f092d7c6", | |
"aab93a2e083d4c2eb412a80bf8957965", | |
"c23445b8d3164547a2dd6ec436294339", | |
"15fe4d82ad3b4faea494b86dcba3afb7", | |
"ab76d26978284f8090dacc381af2e668", | |
"947f8842233a406495073e0123d3c180", | |
"af8a20f7814943fc90e6d491efa212fb", | |
"4c9edb11ffa4487cacc7410a9088700e", | |
"cd961a8afc3c4a5fb026ac208f586b6f", | |
"24678cf1eda141ceac89baf92bec28c1", | |
"81794093f9a24c08a4471701905c5fb1", | |
"7af92a3045d64060af43de9c2c66c199", | |
"230b5741499f4632a6c33aa7f4cf664f", | |
"eae3a4aa61114711aef231d7229350ba", | |
"42d9d84bf4734d5fb83007d5258cad54", | |
"6ddba4b3609445628e738ae5412b0aa0", | |
"18feb4474ec94794949405309913847a", | |
"6b9242987f05455e831c93d2839025f3", | |
"6e67a58e73844801a58aa737793f25f6", | |
"6238bd229e934dfd8b2878b051f47a9c", | |
"dfb0f6790ef64471959e38b0e03c0ac9", | |
"ac4d50089c93437e9ea827a0228d52b5", | |
"46d7a07918c3407fb403c9ad809c49ea", | |
"6db84a167eec49ecbafc45879b949cfe", | |
"c23707b00ad84ea1a890c7285d43a39d", | |
"50dfc54f3e594bae8add98dee47fb90c", | |
"316b190e6bbc405d873facf75238167d", | |
"0269956d5a0c4deaa6497871c9e3d5a0", | |
"0f37d536b9c64686a9352d56c3fc28aa", | |
"70598568b3c344b99d732fd55bed3c98", | |
"d22e71e42a7f4522b1cb8d7e4be173d7", | |
"90c113d42c7c4315a18ef62985c38757" | |
], | |
"base_uri": "https://localhost:8080/", | |
"height": 195 | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/794 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "9ea9eb2f98f34dfb8dcaca146a1f14c9" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/86.7M [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "18ccc3837c4342a988422cc62f71e770" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/316 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "7300f1c4f30048f79c157459420fe6e4" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/226k [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "81794093f9a24c08a4471701905c5fb1" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Downloading: 0%| | 0.00/112 [00:00<?, ?B/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "ac4d50089c93437e9ea827a0228d52b5" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "stream", | |
"name": "stderr", | |
"text": [ | |
"100%|██████████| 30000/30000 [15:03<00:00, 33.21it/s]\n" | |
] | |
} | |
], | |
"source": [ | |
"cross_model = CrossEncoder(\"cross-encoder/ms-marco-MiniLM-L-6-v2\")\n", | |
"\n", | |
"train_examples = []\n", | |
"for query, pos, neg in tqdm.tqdm(triplets):\n", | |
" #Compute CrossEncoder score for (query, pos) and (query, neg) pairs\n", | |
" scores = cross_model.predict([[query, pos], [query, neg]])\n", | |
" \n", | |
" #Compute the difference (margin) of (query, pos) and (query, neg)\n", | |
" score_margin = scores[0]-scores[1] \n", | |
" train_examples.append(InputExample(texts=[query, pos, neg], label=score_margin))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "49d484e5", | |
"metadata": { | |
"id": "49d484e5" | |
}, | |
"source": [ | |
"# Update the Bi-Encoder Model\n", | |
"\n", | |
"We update the bi-encoder model with the new triplets `(query, positive, negative)` using MarginMSELoss" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "c2d10c07", | |
"metadata": { | |
"id": "c2d10c07", | |
"outputId": "9bacd9ba-686a-4198-e41f-b1dbeadc5086", | |
"colab": { | |
"referenced_widgets": [ | |
"5880972256e04a8f9278bd3e9b114ff4", | |
"de9d35de48964031a967c76bfa0d8320", | |
"90955d546e7f4c8aa241f1dbd9116f0e", | |
"ffcc53a8c913484fa8fd0420f56f16f3", | |
"aa5a27b8d06d45c8abd6cd4727b5a515", | |
"1890064acf7840bbb01477b93c99a7eb", | |
"441325ecb6694f6ea942dcc95b46dc95", | |
"0dc2f431c2de4a89ba24c903c6e463a1", | |
"468d67e9d2dd4b559ed8c244307294d0", | |
"437aedbdaf0749a6a1e2cc900afc4974", | |
"54fea299432441418c63dd0580f50960", | |
"3b89d0cb064343b7a911fdfc1acb965d", | |
"f46fe4d74c664703845f56649e740d3b", | |
"cc9ed121dd9e4f8ea1f200bf57310ebf", | |
"aff4ede8a3ef41588e5bfbab275aba02", | |
"2eb5437227404dc39e18cbd05b4d7d43", | |
"8360abbddd6c40d79a1bdbe6203ad820", | |
"0b8c52a9957245ce8b016cd5e97678d6", | |
"c30969ced015487a92721a5b8155c06c", | |
"e42c0867f17749b59cdd26aaa2cd462f", | |
"c59fb2986c21441788d4c0ece18526be", | |
"de1397cdfe4045c8ac7773e9326b45be" | |
], | |
"base_uri": "https://localhost:8080/", | |
"height": 138 | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stderr", | |
"text": [ | |
"/usr/local/lib/python3.7/dist-packages/transformers/optimization.py:309: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\n", | |
" FutureWarning,\n" | |
] | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Epoch: 0%| | 0/1 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "5880972256e04a8f9278bd3e9b114ff4" | |
} | |
}, | |
"metadata": {} | |
}, | |
{ | |
"output_type": "display_data", | |
"data": { | |
"text/plain": [ | |
"Iteration: 0%| | 0/1875 [00:00<?, ?it/s]" | |
], | |
"application/vnd.jupyter.widget-view+json": { | |
"version_major": 2, | |
"version_minor": 0, | |
"model_id": "3b89d0cb064343b7a911fdfc1acb965d" | |
} | |
}, | |
"metadata": {} | |
} | |
], | |
"source": [ | |
"model = SentenceTransformer(model_name)\n", | |
"model.max_seq_length = max_seq_length\n", | |
"train_dataloader = DataLoader(train_examples, batch_size=16, drop_last=True, shuffle=True)\n", | |
"train_loss = losses.MarginMSELoss(model)\n", | |
"\n", | |
"#Tune the model\n", | |
"model.fit(train_objectives=[(train_dataloader, train_loss)],\n", | |
" epochs=1, \n", | |
" warmup_steps=int(len(train_dataloader)*0.1))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "4c1c22ce", | |
"metadata": { | |
"id": "4c1c22ce", | |
"outputId": "ba4b4fd9-70d5-428c-caba-9c6cd79dd632", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
} | |
}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"Original Model\n", | |
"Query: How is COVID-19 transmitted\n", | |
"94.84\tEbola is transmitted via direct contact with blood\n", | |
"92.87\tHIV is transmitted via sex or sharing needles\n", | |
"92.31\tCorona is transmitted via the air\n", | |
"91.54\tPolio is transmitted via contaminated water or food\n", | |
"\n", | |
"\n", | |
"Adapted Model\n", | |
"Query: How is COVID-19 transmitted\n", | |
"98.01\tCorona is transmitted via the air\n", | |
"96.80\tEbola is transmitted via direct contact with blood\n", | |
"94.42\tHIV is transmitted via sex or sharing needles\n", | |
"94.29\tPolio is transmitted via contaminated water or food\n" | |
] | |
} | |
], | |
"source": [ | |
"print(\"Original Model\")\n", | |
"show_examples(org_model)\n", | |
"\n", | |
"print(\"\\n\\nAdapted Model\")\n", | |
"show_examples(model)" | |
] | |
} | |
], | |
"metadata": { | |
"environment": { | |
"kernel": "python3", | |
"name": "common-cu110.m91", | |
"type": "gcloud", | |
"uri": "gcr.io/deeplearning-platform-release/base-cu110:m91" | |
}, | |
"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": "3.7.12" | |
}, | |
"colab": { | |
"name": "GPL-Domain-Adaptation.ipynb", | |
"provenance": [], | |
"include_colab_link": true | |
}, | |
"accelerator": "GPU", | |
"widgets": { | |
"application/vnd.jupyter.widget-state+json": { | |
"1a1a54fba1c64fa08cb498c3d44ffb7d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_fea370531ccc4504a1a3373706378574", | |
"IPY_MODEL_56f9c71edb034650b30b202e8ffbc48f", | |
"IPY_MODEL_6c2ce6f3fff34e24ad6cb3a8f9ecb68e" | |
], | |
"layout": "IPY_MODEL_5be7da4ebe324e5e80a5b5df121b1357" | |
} | |
}, | |
"fea370531ccc4504a1a3373706378574": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_5ae2de1deabd45c484cbbab727219a46", | |
"placeholder": "", | |
"style": "IPY_MODEL_528b358f0fc3460f831b432caff7ce1a", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"56f9c71edb034650b30b202e8ffbc48f": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_7b5d43e7ba9c41d699e6c58743922ce1", | |
"max": 690, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_72bb3536051243249970fcce2e97576a", | |
"value": 690 | |
} | |
}, | |
"6c2ce6f3fff34e24ad6cb3a8f9ecb68e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_cc3afdb243b5446fa3ce3a72e08ddfa3", | |
"placeholder": "", | |
"style": "IPY_MODEL_3f0375a254c045568a85401c50b4ba64", | |
"value": " 690/690 [00:00<00:00, 16.1kB/s]" | |
} | |
}, | |
"5be7da4ebe324e5e80a5b5df121b1357": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"5ae2de1deabd45c484cbbab727219a46": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"528b358f0fc3460f831b432caff7ce1a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"7b5d43e7ba9c41d699e6c58743922ce1": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"72bb3536051243249970fcce2e97576a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"cc3afdb243b5446fa3ce3a72e08ddfa3": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"3f0375a254c045568a85401c50b4ba64": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"61766fdf2d624a82816dfd11bad86d13": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_1b0628147ac04954b2810333e9a44784", | |
"IPY_MODEL_a7b04b4d755940eeaaf9166337093b8c", | |
"IPY_MODEL_a40d0c68fe4b43ef84467511d2eccfe7" | |
], | |
"layout": "IPY_MODEL_b0fe621a97f3449180d2c6d8c22dc9de" | |
} | |
}, | |
"1b0628147ac04954b2810333e9a44784": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_e99ad1a1f5b541809d9a2f19ff10846d", | |
"placeholder": "", | |
"style": "IPY_MODEL_71d86604eb4742dcb4966df42be7801f", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"a7b04b4d755940eeaaf9166337093b8c": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_0805b3d4285142e08ae82f09944665bf", | |
"max": 3952, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_6d2d529c1ac54378b944ae4eaee56fcd", | |
"value": 3952 | |
} | |
}, | |
"a40d0c68fe4b43ef84467511d2eccfe7": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_320bd409bf9f4e0fb0580e41d423c4d9", | |
"placeholder": "", | |
"style": "IPY_MODEL_af1fdc87f14849eeb99fba2c38dff580", | |
"value": " 3.95k/3.95k [00:00<00:00, 102kB/s]" | |
} | |
}, | |
"b0fe621a97f3449180d2c6d8c22dc9de": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"e99ad1a1f5b541809d9a2f19ff10846d": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"71d86604eb4742dcb4966df42be7801f": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"0805b3d4285142e08ae82f09944665bf": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6d2d529c1ac54378b944ae4eaee56fcd": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"320bd409bf9f4e0fb0580e41d423c4d9": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"af1fdc87f14849eeb99fba2c38dff580": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"10043932feb34be8a9a0cd95a3d495d6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_07ede0ede2a740a1a1fb32c4076af0c7", | |
"IPY_MODEL_af2f0329158e4dae9278c664cc76696a", | |
"IPY_MODEL_c85071546c0740919c3b0b4fe2abb7ac" | |
], | |
"layout": "IPY_MODEL_c5e9f24cffa4480b8d05498247f6fb93" | |
} | |
}, | |
"07ede0ede2a740a1a1fb32c4076af0c7": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_59997806751f484db9983ef4e7ac9319", | |
"placeholder": "", | |
"style": "IPY_MODEL_f51501d34758419191d63411bce2fd19", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"af2f0329158e4dae9278c664cc76696a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_f3cf53a6b6f54a32ac9e83b73b962fdc", | |
"max": 548, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_d5b0f72025a64fb8a7dd689be300ddff", | |
"value": 548 | |
} | |
}, | |
"c85071546c0740919c3b0b4fe2abb7ac": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6e401197dee241659be86dfa4b0cbde6", | |
"placeholder": "", | |
"style": "IPY_MODEL_1dd5eefb3dd24d3c8a308c05ee65750d", | |
"value": " 548/548 [00:00<00:00, 15.3kB/s]" | |
} | |
}, | |
"c5e9f24cffa4480b8d05498247f6fb93": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"59997806751f484db9983ef4e7ac9319": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"f51501d34758419191d63411bce2fd19": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"f3cf53a6b6f54a32ac9e83b73b962fdc": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"d5b0f72025a64fb8a7dd689be300ddff": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"6e401197dee241659be86dfa4b0cbde6": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"1dd5eefb3dd24d3c8a308c05ee65750d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"0ad0b526378349d8a8ba8b794df9b400": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_e68586c3381146b69f80a6450403a8b6", | |
"IPY_MODEL_36f4464361364f3b9fc760bc8bb03293", | |
"IPY_MODEL_f1f871fc9e394bdf979481c707fe6f6e" | |
], | |
"layout": "IPY_MODEL_81bec02598e446ed8f298fd50ad52ec8" | |
} | |
}, | |
"e68586c3381146b69f80a6450403a8b6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_cc4e70c8cea249f08b462052315b3510", | |
"placeholder": "", | |
"style": "IPY_MODEL_7a56d1c1ccd2488ca9f0d2d43b540c85", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"36f4464361364f3b9fc760bc8bb03293": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_292216407e504481a2ebc38f86ed2c57", | |
"max": 122, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_78578f6bb02a45d1b7cbdccff4a868ff", | |
"value": 122 | |
} | |
}, | |
"f1f871fc9e394bdf979481c707fe6f6e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_b29e0d98df1441d4ae513ec704e7614d", | |
"placeholder": "", | |
"style": "IPY_MODEL_27599b5652c246fb82fde622d93b75f3", | |
"value": " 122/122 [00:00<00:00, 1.48kB/s]" | |
} | |
}, | |
"81bec02598e446ed8f298fd50ad52ec8": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"cc4e70c8cea249f08b462052315b3510": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"7a56d1c1ccd2488ca9f0d2d43b540c85": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"292216407e504481a2ebc38f86ed2c57": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"78578f6bb02a45d1b7cbdccff4a868ff": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"b29e0d98df1441d4ae513ec704e7614d": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"27599b5652c246fb82fde622d93b75f3": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"9106c4d055ed46069104dd693b945ed0": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_8e7c4ab9b92a4a309bb602db95d401c8", | |
"IPY_MODEL_edddfc88c2554bb5a9486dbbc465bb9b", | |
"IPY_MODEL_8a077ab30ce542b4b49a3f72bb198782" | |
], | |
"layout": "IPY_MODEL_08816a3caf6840ddb84f368611bd8a39" | |
} | |
}, | |
"8e7c4ab9b92a4a309bb602db95d401c8": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_281e8dc5110a4657b722ff8c7a01b431", | |
"placeholder": "", | |
"style": "IPY_MODEL_da760b79c5484f589f22943aef1ef959", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"edddfc88c2554bb5a9486dbbc465bb9b": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6e61a142f5ea4ab5868648726406f222", | |
"max": 229, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_6f1588d783ab42a985162c1b968800ec", | |
"value": 229 | |
} | |
}, | |
"8a077ab30ce542b4b49a3f72bb198782": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_5030e93732484b7f81a5a53fbaefb8e6", | |
"placeholder": "", | |
"style": "IPY_MODEL_6651ff4fac7f416e8fe965991e069902", | |
"value": " 229/229 [00:00<00:00, 2.03kB/s]" | |
} | |
}, | |
"08816a3caf6840ddb84f368611bd8a39": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"281e8dc5110a4657b722ff8c7a01b431": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"da760b79c5484f589f22943aef1ef959": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"6e61a142f5ea4ab5868648726406f222": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6f1588d783ab42a985162c1b968800ec": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"5030e93732484b7f81a5a53fbaefb8e6": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6651ff4fac7f416e8fe965991e069902": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"4a11441e6b5f43059769a8dcdf232aab": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_0391fa5e89d1491c99d119afc471276a", | |
"IPY_MODEL_d24edc24cd024286b7b454c1b5d62d30", | |
"IPY_MODEL_c0ec3a9ef9a94330a986478141a43b9a" | |
], | |
"layout": "IPY_MODEL_880a94f8947a4ab9852aa006e4ca3ad5" | |
} | |
}, | |
"0391fa5e89d1491c99d119afc471276a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_9f3e6a663fc646f9bbc682ba3f85b136", | |
"placeholder": "", | |
"style": "IPY_MODEL_d0158ac0df474245b14fad106c4e70f2", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"d24edc24cd024286b7b454c1b5d62d30": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_cbb73a35f8284435a56fee1e45452ac0", | |
"max": 265486777, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_381347d6943e47b6a97316d38f6fdd10", | |
"value": 265486777 | |
} | |
}, | |
"c0ec3a9ef9a94330a986478141a43b9a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_7365562ccd43428aae42c9c540bf076a", | |
"placeholder": "", | |
"style": "IPY_MODEL_613a20e0d42f4455a8f5d8b75b0bb0c2", | |
"value": " 265M/265M [00:12<00:00, 34.5MB/s]" | |
} | |
}, | |
"880a94f8947a4ab9852aa006e4ca3ad5": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"9f3e6a663fc646f9bbc682ba3f85b136": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"d0158ac0df474245b14fad106c4e70f2": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"cbb73a35f8284435a56fee1e45452ac0": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"381347d6943e47b6a97316d38f6fdd10": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"7365562ccd43428aae42c9c540bf076a": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"613a20e0d42f4455a8f5d8b75b0bb0c2": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"d1a28bd8761d41b38296963a3931f6ac": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_e63c273775b54c1ea3e6400b4a8037c3", | |
"IPY_MODEL_c68edb8867ad401ca7ae67e5baa45ebc", | |
"IPY_MODEL_ece10d2b8603406aa8817985063936ec" | |
], | |
"layout": "IPY_MODEL_23f50683904e4049a4fe57a80cd765e7" | |
} | |
}, | |
"e63c273775b54c1ea3e6400b4a8037c3": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_c2e0db6b8ba244c0b24855151fe8494b", | |
"placeholder": "", | |
"style": "IPY_MODEL_04e6538bbb4a45faad4cdf1d6e41c280", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"c68edb8867ad401ca7ae67e5baa45ebc": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_f4f4c87b9ea64f338bb16e2378f4ade3", | |
"max": 53, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_f7b2e4ed3c784bd6aa927b452e0f5669", | |
"value": 53 | |
} | |
}, | |
"ece10d2b8603406aa8817985063936ec": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_29093d3364184371bf7fd15688be3a68", | |
"placeholder": "", | |
"style": "IPY_MODEL_de985cd9f5e2421a9ce617560f69b37b", | |
"value": " 53.0/53.0 [00:00<00:00, 1.35kB/s]" | |
} | |
}, | |
"23f50683904e4049a4fe57a80cd765e7": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"c2e0db6b8ba244c0b24855151fe8494b": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"04e6538bbb4a45faad4cdf1d6e41c280": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"f4f4c87b9ea64f338bb16e2378f4ade3": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"f7b2e4ed3c784bd6aa927b452e0f5669": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"29093d3364184371bf7fd15688be3a68": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"de985cd9f5e2421a9ce617560f69b37b": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"230669c2735c41a98382267e6bde8192": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_0d1e63cfb1fb46c5951bb17af75f6faa", | |
"IPY_MODEL_4b87aea01bb141408d722a031d3c03e5", | |
"IPY_MODEL_95dcc74105634b60b97fec037a49e5ed" | |
], | |
"layout": "IPY_MODEL_ec063797b40e44339c8884c8042fbe50" | |
} | |
}, | |
"0d1e63cfb1fb46c5951bb17af75f6faa": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_b8d8c7d73b91427395c8ae4b6a78031c", | |
"placeholder": "", | |
"style": "IPY_MODEL_869129fd8b954a249c567c939b82ade7", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"4b87aea01bb141408d722a031d3c03e5": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_7ddf13f71c45487bbe8bf3619e6ba540", | |
"max": 112, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_bfb7cdeee24a435daea1c4ec0df9d3c0", | |
"value": 112 | |
} | |
}, | |
"95dcc74105634b60b97fec037a49e5ed": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_96e487df0f394144ab4f76c4d2947dda", | |
"placeholder": "", | |
"style": "IPY_MODEL_c5e78ce804e745d0a2e23513ed9801f8", | |
"value": " 112/112 [00:00<00:00, 2.71kB/s]" | |
} | |
}, | |
"ec063797b40e44339c8884c8042fbe50": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"b8d8c7d73b91427395c8ae4b6a78031c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"869129fd8b954a249c567c939b82ade7": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"7ddf13f71c45487bbe8bf3619e6ba540": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"bfb7cdeee24a435daea1c4ec0df9d3c0": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"96e487df0f394144ab4f76c4d2947dda": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"c5e78ce804e745d0a2e23513ed9801f8": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"e5b476ed4e414b46a83096b16ee0bc6a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_99e34f9d4ffa417f988c9b3ec9ef6d12", | |
"IPY_MODEL_5bebff3040c14b3ba9f67d48e1f22208", | |
"IPY_MODEL_0a61b0b9f7714482b4a80f74a370044a" | |
], | |
"layout": "IPY_MODEL_24df352c94b7486eb8729226d6089801" | |
} | |
}, | |
"99e34f9d4ffa417f988c9b3ec9ef6d12": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_b9e07794b8a145459b70b2b2effae198", | |
"placeholder": "", | |
"style": "IPY_MODEL_5f120feb532a4200836b0dd641cf83ee", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"5bebff3040c14b3ba9f67d48e1f22208": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_233d0ec8f738410fab7add8e1663dfd3", | |
"max": 466081, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_de2045d01fec4bddb88cf79847e2fa28", | |
"value": 466081 | |
} | |
}, | |
"0a61b0b9f7714482b4a80f74a370044a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_2ccecaf718d74b278e3ef96dc3cbb539", | |
"placeholder": "", | |
"style": "IPY_MODEL_3a182f3aa9ea4ef18e48d77cdf177b8e", | |
"value": " 466k/466k [00:00<00:00, 656kB/s]" | |
} | |
}, | |
"24df352c94b7486eb8729226d6089801": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"b9e07794b8a145459b70b2b2effae198": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"5f120feb532a4200836b0dd641cf83ee": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"233d0ec8f738410fab7add8e1663dfd3": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"de2045d01fec4bddb88cf79847e2fa28": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"2ccecaf718d74b278e3ef96dc3cbb539": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"3a182f3aa9ea4ef18e48d77cdf177b8e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"dc6e7af411cc4e5e86f4bd5546280aed": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_12aead9e3e69470aa3effbcaa78ead07", | |
"IPY_MODEL_2eb52c89e2724f059820e013a6f129b6", | |
"IPY_MODEL_23dc95de8403478c8a46befa4e65578c" | |
], | |
"layout": "IPY_MODEL_e0a3ed9826f9481f8f25926c3946e269" | |
} | |
}, | |
"12aead9e3e69470aa3effbcaa78ead07": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_894770ded4a14d9abeef02f191a2ed5a", | |
"placeholder": "", | |
"style": "IPY_MODEL_a5c5628d82dc43029e8769a649c9453a", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"2eb52c89e2724f059820e013a6f129b6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_4d7365140d1342c3b87a122a08023542", | |
"max": 547, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_110d6b94b7f243e5b7899e49af5b2a3c", | |
"value": 547 | |
} | |
}, | |
"23dc95de8403478c8a46befa4e65578c": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_41c2be6da6ca4c73b5590c6af4daff83", | |
"placeholder": "", | |
"style": "IPY_MODEL_b704305a36c046009a397b4e7ba7bf8d", | |
"value": " 547/547 [00:00<00:00, 12.8kB/s]" | |
} | |
}, | |
"e0a3ed9826f9481f8f25926c3946e269": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"894770ded4a14d9abeef02f191a2ed5a": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"a5c5628d82dc43029e8769a649c9453a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"4d7365140d1342c3b87a122a08023542": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"110d6b94b7f243e5b7899e49af5b2a3c": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"41c2be6da6ca4c73b5590c6af4daff83": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"b704305a36c046009a397b4e7ba7bf8d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"5cffb63c6b3e4711b7cb5b4b4a002f08": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_4c82e5a3698b49f49e101e7b05705c64", | |
"IPY_MODEL_28b1e772dd9d40869629a50f29796882", | |
"IPY_MODEL_51a71de75a134074b5dcc042e1431bb4" | |
], | |
"layout": "IPY_MODEL_86fe2e741383483f8b35b16f266a3e16" | |
} | |
}, | |
"4c82e5a3698b49f49e101e7b05705c64": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_0cd6ef62b112470a969cc11642790871", | |
"placeholder": "", | |
"style": "IPY_MODEL_9bc4810a889d4a499a07e40fdcac769b", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"28b1e772dd9d40869629a50f29796882": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_c646c23225b24f959bd43b1978d74038", | |
"max": 231508, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_faacf4a5f2f743e598c9e7460138304f", | |
"value": 231508 | |
} | |
}, | |
"51a71de75a134074b5dcc042e1431bb4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_37c102aabbdb4de097f6b945b2523ec4", | |
"placeholder": "", | |
"style": "IPY_MODEL_481e9c60f6a04846bdb82a430b265dd7", | |
"value": " 232k/232k [00:00<00:00, 353kB/s]" | |
} | |
}, | |
"86fe2e741383483f8b35b16f266a3e16": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"0cd6ef62b112470a969cc11642790871": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"9bc4810a889d4a499a07e40fdcac769b": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"c646c23225b24f959bd43b1978d74038": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"faacf4a5f2f743e598c9e7460138304f": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"37c102aabbdb4de097f6b945b2523ec4": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"481e9c60f6a04846bdb82a430b265dd7": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"b959e8a27fa848d498db81aaccac5fdb": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_fc306ca1f2a5483a87cdbc881665a087", | |
"IPY_MODEL_74dfd2a65dac424f826e5c022a142fed", | |
"IPY_MODEL_77346324e9424a04923a2ad23b5c5655" | |
], | |
"layout": "IPY_MODEL_6897d5be3397443c97dcf360cde5eabf" | |
} | |
}, | |
"fc306ca1f2a5483a87cdbc881665a087": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_78d696fc166c4f82a242b9cdc97bcf5c", | |
"placeholder": "", | |
"style": "IPY_MODEL_a7254fdffd52480bb4faf65576adcca8", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"74dfd2a65dac424f826e5c022a142fed": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_54ae2995a41a46c39d3b75af4f3ed180", | |
"max": 190, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_83583109259644e0a7c23bcb42d39863", | |
"value": 190 | |
} | |
}, | |
"77346324e9424a04923a2ad23b5c5655": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6ccf080674bc416c9825522d5684451c", | |
"placeholder": "", | |
"style": "IPY_MODEL_52934653a0db435dbb8d2c869d52a0e5", | |
"value": " 190/190 [00:00<00:00, 4.89kB/s]" | |
} | |
}, | |
"6897d5be3397443c97dcf360cde5eabf": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"78d696fc166c4f82a242b9cdc97bcf5c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"a7254fdffd52480bb4faf65576adcca8": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"54ae2995a41a46c39d3b75af4f3ed180": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"83583109259644e0a7c23bcb42d39863": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"6ccf080674bc416c9825522d5684451c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"52934653a0db435dbb8d2c869d52a0e5": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"5e1d88ca38ef4cebb729f99eccd68bcd": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_25a0b085f3be444b82993d9351bb5870", | |
"IPY_MODEL_a30fd0579e474420a1361cb13f7e5359", | |
"IPY_MODEL_68b5aba36aad44618fce8a1d85ab38c1" | |
], | |
"layout": "IPY_MODEL_39eebfbebc5e4832a128a5c7ba5ccd8c" | |
} | |
}, | |
"25a0b085f3be444b82993d9351bb5870": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_dba0dce6128e4148ac05c40bc9f5e4ff", | |
"placeholder": "", | |
"style": "IPY_MODEL_b70fd29acae24a9aa300e9d9ded761de", | |
"value": "Downloading data files: 100%" | |
} | |
}, | |
"a30fd0579e474420a1361cb13f7e5359": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_ba6b1cbb989f4f4680200ff20b4383c4", | |
"max": 1, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_892efaf72bae4365ad9d3b3a229ce9b1", | |
"value": 1 | |
} | |
}, | |
"68b5aba36aad44618fce8a1d85ab38c1": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_d89f53e596a04b5399d87e009fc4b4c8", | |
"placeholder": "", | |
"style": "IPY_MODEL_76ca17fdd2214fc485c4695e75e16455", | |
"value": " 1/1 [00:10<00:00, 10.05s/it]" | |
} | |
}, | |
"39eebfbebc5e4832a128a5c7ba5ccd8c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"dba0dce6128e4148ac05c40bc9f5e4ff": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"b70fd29acae24a9aa300e9d9ded761de": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"ba6b1cbb989f4f4680200ff20b4383c4": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"892efaf72bae4365ad9d3b3a229ce9b1": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"d89f53e596a04b5399d87e009fc4b4c8": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"76ca17fdd2214fc485c4695e75e16455": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"e74e1c800cdf4859834200cb02dc4f3e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_a30461fa45ee4c358d2d08d09a3bee2d", | |
"IPY_MODEL_dc942323e6ef464fbd780669d9de3f04", | |
"IPY_MODEL_6928ef7c4f114363a2acb2f715bf83a6" | |
], | |
"layout": "IPY_MODEL_c5db671386004902a0a3a88ec4243f56" | |
} | |
}, | |
"a30461fa45ee4c358d2d08d09a3bee2d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_a60b8f9198bd4c61bfd93c280833c41b", | |
"placeholder": "", | |
"style": "IPY_MODEL_eee520c40e6946c7994e67dc53f60923", | |
"value": "Downloading data: 100%" | |
} | |
}, | |
"dc942323e6ef464fbd780669d9de3f04": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_b22a345d588340c3939eb3cd795fbd93", | |
"max": 73452198, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_a8888bf2b2ce4c0597d41ff3fa89feb9", | |
"value": 73452198 | |
} | |
}, | |
"6928ef7c4f114363a2acb2f715bf83a6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_41a8960515764b509978b58c7e0b21dc", | |
"placeholder": "", | |
"style": "IPY_MODEL_507e0427ff6248d9bd2f0af041267053", | |
"value": " 73.5M/73.5M [00:06<00:00, 16.9MB/s]" | |
} | |
}, | |
"c5db671386004902a0a3a88ec4243f56": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"a60b8f9198bd4c61bfd93c280833c41b": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"eee520c40e6946c7994e67dc53f60923": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"b22a345d588340c3939eb3cd795fbd93": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"a8888bf2b2ce4c0597d41ff3fa89feb9": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"41a8960515764b509978b58c7e0b21dc": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"507e0427ff6248d9bd2f0af041267053": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"6f4e8eafec8c4960bdb4f51c3d86b72b": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_197eaa880e4849d8bdde5f8b941aefe9", | |
"IPY_MODEL_93e8c2ec44af478c8d2c436aa4f5c540", | |
"IPY_MODEL_a539617674344c7e98a49350cc52f8e4" | |
], | |
"layout": "IPY_MODEL_0113e7da88b64921ad3490af2978b10d" | |
} | |
}, | |
"197eaa880e4849d8bdde5f8b941aefe9": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_1ed9f295062d435fbc88d85da68facd5", | |
"placeholder": "", | |
"style": "IPY_MODEL_8cda7f855c1949fa9b26c2fc85a4d788", | |
"value": "Extracting data files: 100%" | |
} | |
}, | |
"93e8c2ec44af478c8d2c436aa4f5c540": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_e90b36c7bdc34a30bb4041725356e641", | |
"max": 1, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_655acfa985ec463d89d61570c8f02713", | |
"value": 1 | |
} | |
}, | |
"a539617674344c7e98a49350cc52f8e4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_08da3816bcc94e5d8248fec6f5a3ac23", | |
"placeholder": "", | |
"style": "IPY_MODEL_e00fef93042a404082ab3e79d23c795d", | |
"value": " 1/1 [00:04<00:00, 4.08s/it]" | |
} | |
}, | |
"0113e7da88b64921ad3490af2978b10d": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"1ed9f295062d435fbc88d85da68facd5": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"8cda7f855c1949fa9b26c2fc85a4d788": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"e90b36c7bdc34a30bb4041725356e641": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"655acfa985ec463d89d61570c8f02713": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"08da3816bcc94e5d8248fec6f5a3ac23": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"e00fef93042a404082ab3e79d23c795d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"97d8d067a6854955b9a8f3d75e94c0f2": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_7dc62abd59f84ca28a3c951ce0931a26", | |
"IPY_MODEL_47739e4fb33245b3a1f1ab0a0ab330d4", | |
"IPY_MODEL_23e41d891e444e04828219a2fb85b54f" | |
], | |
"layout": "IPY_MODEL_634cfcb75bc84a529ea63cd340bfe3de" | |
} | |
}, | |
"7dc62abd59f84ca28a3c951ce0931a26": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_776a503db5804251b0c2f291cb7b8030", | |
"placeholder": "", | |
"style": "IPY_MODEL_3b33b69413ed4763b46cd5466c233935", | |
"value": "Downloading data files: 100%" | |
} | |
}, | |
"47739e4fb33245b3a1f1ab0a0ab330d4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6c9e59428b964aeea0c25b761de176e1", | |
"max": 1, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_0e587b53f894408bb469729665edeb60", | |
"value": 1 | |
} | |
}, | |
"23e41d891e444e04828219a2fb85b54f": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_85de60d9aacd4275ad0d12114fa861ea", | |
"placeholder": "", | |
"style": "IPY_MODEL_358403dfddf44198a066f4fc8bd3c3b8", | |
"value": " 1/1 [00:05<00:00, 5.80s/it]" | |
} | |
}, | |
"634cfcb75bc84a529ea63cd340bfe3de": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"776a503db5804251b0c2f291cb7b8030": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"3b33b69413ed4763b46cd5466c233935": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"6c9e59428b964aeea0c25b761de176e1": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"0e587b53f894408bb469729665edeb60": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"85de60d9aacd4275ad0d12114fa861ea": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"358403dfddf44198a066f4fc8bd3c3b8": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"955a675a26304693b3a2704cdef5993e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_7c8c0787f0f345f08b356e8df83b04be", | |
"IPY_MODEL_57c48178db7547b3808cde15352eeee5", | |
"IPY_MODEL_672104035a9b458bb081cc36a0d86526" | |
], | |
"layout": "IPY_MODEL_7c1d1fd6164948b6be1d0973aeb2e6ca" | |
} | |
}, | |
"7c8c0787f0f345f08b356e8df83b04be": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_f96b3b72850444599fd7616a00c7fb65", | |
"placeholder": "", | |
"style": "IPY_MODEL_c0fc71340dae49098379a0e159a09ed0", | |
"value": "Downloading data: 100%" | |
} | |
}, | |
"57c48178db7547b3808cde15352eeee5": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_9f1eac3bd25c4c14a80ae6cca65ca038", | |
"max": 6615180, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_b3f68e64f50143d5a794d8a1cf45b5e2", | |
"value": 6615180 | |
} | |
}, | |
"672104035a9b458bb081cc36a0d86526": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_3a98ad77c18845edaf94a2a5bdf21733", | |
"placeholder": "", | |
"style": "IPY_MODEL_ae67b804807c4450aa6d420154afa420", | |
"value": " 6.62M/6.62M [00:01<00:00, 5.57MB/s]" | |
} | |
}, | |
"7c1d1fd6164948b6be1d0973aeb2e6ca": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"f96b3b72850444599fd7616a00c7fb65": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"c0fc71340dae49098379a0e159a09ed0": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"9f1eac3bd25c4c14a80ae6cca65ca038": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"b3f68e64f50143d5a794d8a1cf45b5e2": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"3a98ad77c18845edaf94a2a5bdf21733": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"ae67b804807c4450aa6d420154afa420": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"cb49b0f2e56b4e15a21ff08f2229872c": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_3909f85807ac4d058bb89a5aff5a405a", | |
"IPY_MODEL_2323312aaedd44c1afcce64549a96cfc", | |
"IPY_MODEL_d95f48e0678c460480cdd03ef46756d5" | |
], | |
"layout": "IPY_MODEL_b76bae5db2d641e0977517db11de1e2a" | |
} | |
}, | |
"3909f85807ac4d058bb89a5aff5a405a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_a3a1e1c6067f41868a0f123517bc82b0", | |
"placeholder": "", | |
"style": "IPY_MODEL_6fc468ac4ef249edb17598b299d30442", | |
"value": "Extracting data files: 100%" | |
} | |
}, | |
"2323312aaedd44c1afcce64549a96cfc": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_b3dc4d95462f45708070da820af7f87b", | |
"max": 1, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_7df60cc6baf5425daf633cdd65c026a9", | |
"value": 1 | |
} | |
}, | |
"d95f48e0678c460480cdd03ef46756d5": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_edb48ba537024c479da4e385ddc6c6bf", | |
"placeholder": "", | |
"style": "IPY_MODEL_9da86d6c455d4bc4826dcd19819bd1b4", | |
"value": " 1/1 [00:00<00:00, 3.09it/s]" | |
} | |
}, | |
"b76bae5db2d641e0977517db11de1e2a": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"a3a1e1c6067f41868a0f123517bc82b0": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6fc468ac4ef249edb17598b299d30442": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"b3dc4d95462f45708070da820af7f87b": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"7df60cc6baf5425daf633cdd65c026a9": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"edb48ba537024c479da4e385ddc6c6bf": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"9da86d6c455d4bc4826dcd19819bd1b4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"c9e6d2d11e8b4f3b88619daf2acc0e4a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_c2f1710c6cfd42f0a2d1fa8faef72983", | |
"IPY_MODEL_1852cd227739407caf6472d045e99fed", | |
"IPY_MODEL_c20ec806f6f44596949fc817b0409fc3" | |
], | |
"layout": "IPY_MODEL_6acf8fb8c45649e1876964ca8b045842" | |
} | |
}, | |
"c2f1710c6cfd42f0a2d1fa8faef72983": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_0251f6a516de43cda0df37aba863f9c1", | |
"placeholder": "", | |
"style": "IPY_MODEL_96426a1a9c4148f1ad07d1c59c21f5b6", | |
"value": "Batches: 100%" | |
} | |
}, | |
"1852cd227739407caf6472d045e99fed": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_ed4544dedb994729a2b35474773e585a", | |
"max": 313, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_833ec3c127054617ad12bad8230fbcbf", | |
"value": 313 | |
} | |
}, | |
"c20ec806f6f44596949fc817b0409fc3": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_4c2dbba608b34e19a86048e4e7845654", | |
"placeholder": "", | |
"style": "IPY_MODEL_53300e76188e479cb091d37b5327fbc6", | |
"value": " 313/313 [01:52<00:00, 2.93it/s]" | |
} | |
}, | |
"6acf8fb8c45649e1876964ca8b045842": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"0251f6a516de43cda0df37aba863f9c1": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"96426a1a9c4148f1ad07d1c59c21f5b6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"ed4544dedb994729a2b35474773e585a": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"833ec3c127054617ad12bad8230fbcbf": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"4c2dbba608b34e19a86048e4e7845654": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"53300e76188e479cb091d37b5327fbc6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"9ea9eb2f98f34dfb8dcaca146a1f14c9": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_0d6d4805a0fd49408c5cf03c39fc5494", | |
"IPY_MODEL_e8f320a090eb48f2a157b754c73d62d1", | |
"IPY_MODEL_f3f6717a608f453d93a10e8e3bd4f2ae" | |
], | |
"layout": "IPY_MODEL_31054d97bcdb4b6aa2a74802993d6fcc" | |
} | |
}, | |
"0d6d4805a0fd49408c5cf03c39fc5494": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_a5b42d22be764343add0994b62e2620f", | |
"placeholder": "", | |
"style": "IPY_MODEL_6f33a3fd1d73415cbdf0ea6bc7adc2e4", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"e8f320a090eb48f2a157b754c73d62d1": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_5530ffc1bc924279abe50e4b061d8b08", | |
"max": 794, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_9355cab45d64487984169bbcf0cdccd3", | |
"value": 794 | |
} | |
}, | |
"f3f6717a608f453d93a10e8e3bd4f2ae": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_325cfb2389dc4907a7c512dfbf654437", | |
"placeholder": "", | |
"style": "IPY_MODEL_63c3f1dbc69d42d98c349de4c4a98c05", | |
"value": " 794/794 [00:00<00:00, 20.3kB/s]" | |
} | |
}, | |
"31054d97bcdb4b6aa2a74802993d6fcc": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"a5b42d22be764343add0994b62e2620f": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6f33a3fd1d73415cbdf0ea6bc7adc2e4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"5530ffc1bc924279abe50e4b061d8b08": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"9355cab45d64487984169bbcf0cdccd3": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"325cfb2389dc4907a7c512dfbf654437": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"63c3f1dbc69d42d98c349de4c4a98c05": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"18ccc3837c4342a988422cc62f71e770": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_1ecaad134a04493d8fd6195cedef9cb1", | |
"IPY_MODEL_8ddd819073f94c6b9ad5b3197751108b", | |
"IPY_MODEL_ad4ccb08d7594d3b99d2348cc12815c0" | |
], | |
"layout": "IPY_MODEL_6851b3db244f4ae6a102da7694d23762" | |
} | |
}, | |
"1ecaad134a04493d8fd6195cedef9cb1": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_b4e800394ba94d0793236de8d5984754", | |
"placeholder": "", | |
"style": "IPY_MODEL_ea546c58dda34ec4b093cf39ef2e63c3", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"8ddd819073f94c6b9ad5b3197751108b": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_c05cdfa7853e43bcbba5462eac5c6616", | |
"max": 90903017, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_dd43adf0d4584434a1ffd0870ea01341", | |
"value": 90903017 | |
} | |
}, | |
"ad4ccb08d7594d3b99d2348cc12815c0": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_421c2edfcbbd4348a82621d68a18645d", | |
"placeholder": "", | |
"style": "IPY_MODEL_79021962fd0b480ba387453f0692fb9e", | |
"value": " 86.7M/86.7M [00:02<00:00, 36.7MB/s]" | |
} | |
}, | |
"6851b3db244f4ae6a102da7694d23762": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"b4e800394ba94d0793236de8d5984754": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"ea546c58dda34ec4b093cf39ef2e63c3": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"c05cdfa7853e43bcbba5462eac5c6616": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"dd43adf0d4584434a1ffd0870ea01341": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"421c2edfcbbd4348a82621d68a18645d": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"79021962fd0b480ba387453f0692fb9e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"7300f1c4f30048f79c157459420fe6e4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_acb7feb0489f4132a02ae942f092d7c6", | |
"IPY_MODEL_aab93a2e083d4c2eb412a80bf8957965", | |
"IPY_MODEL_c23445b8d3164547a2dd6ec436294339" | |
], | |
"layout": "IPY_MODEL_15fe4d82ad3b4faea494b86dcba3afb7" | |
} | |
}, | |
"acb7feb0489f4132a02ae942f092d7c6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_ab76d26978284f8090dacc381af2e668", | |
"placeholder": "", | |
"style": "IPY_MODEL_947f8842233a406495073e0123d3c180", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"aab93a2e083d4c2eb412a80bf8957965": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_af8a20f7814943fc90e6d491efa212fb", | |
"max": 316, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_4c9edb11ffa4487cacc7410a9088700e", | |
"value": 316 | |
} | |
}, | |
"c23445b8d3164547a2dd6ec436294339": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_cd961a8afc3c4a5fb026ac208f586b6f", | |
"placeholder": "", | |
"style": "IPY_MODEL_24678cf1eda141ceac89baf92bec28c1", | |
"value": " 316/316 [00:00<00:00, 7.91kB/s]" | |
} | |
}, | |
"15fe4d82ad3b4faea494b86dcba3afb7": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"ab76d26978284f8090dacc381af2e668": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"947f8842233a406495073e0123d3c180": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"af8a20f7814943fc90e6d491efa212fb": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"4c9edb11ffa4487cacc7410a9088700e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"cd961a8afc3c4a5fb026ac208f586b6f": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"24678cf1eda141ceac89baf92bec28c1": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"81794093f9a24c08a4471701905c5fb1": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_7af92a3045d64060af43de9c2c66c199", | |
"IPY_MODEL_230b5741499f4632a6c33aa7f4cf664f", | |
"IPY_MODEL_eae3a4aa61114711aef231d7229350ba" | |
], | |
"layout": "IPY_MODEL_42d9d84bf4734d5fb83007d5258cad54" | |
} | |
}, | |
"7af92a3045d64060af43de9c2c66c199": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6ddba4b3609445628e738ae5412b0aa0", | |
"placeholder": "", | |
"style": "IPY_MODEL_18feb4474ec94794949405309913847a", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"230b5741499f4632a6c33aa7f4cf664f": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6b9242987f05455e831c93d2839025f3", | |
"max": 231508, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_6e67a58e73844801a58aa737793f25f6", | |
"value": 231508 | |
} | |
}, | |
"eae3a4aa61114711aef231d7229350ba": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_6238bd229e934dfd8b2878b051f47a9c", | |
"placeholder": "", | |
"style": "IPY_MODEL_dfb0f6790ef64471959e38b0e03c0ac9", | |
"value": " 226k/226k [00:00<00:00, 261kB/s]" | |
} | |
}, | |
"42d9d84bf4734d5fb83007d5258cad54": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6ddba4b3609445628e738ae5412b0aa0": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"18feb4474ec94794949405309913847a": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"6b9242987f05455e831c93d2839025f3": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"6e67a58e73844801a58aa737793f25f6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"6238bd229e934dfd8b2878b051f47a9c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"dfb0f6790ef64471959e38b0e03c0ac9": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"ac4d50089c93437e9ea827a0228d52b5": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_46d7a07918c3407fb403c9ad809c49ea", | |
"IPY_MODEL_6db84a167eec49ecbafc45879b949cfe", | |
"IPY_MODEL_c23707b00ad84ea1a890c7285d43a39d" | |
], | |
"layout": "IPY_MODEL_50dfc54f3e594bae8add98dee47fb90c" | |
} | |
}, | |
"46d7a07918c3407fb403c9ad809c49ea": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_316b190e6bbc405d873facf75238167d", | |
"placeholder": "", | |
"style": "IPY_MODEL_0269956d5a0c4deaa6497871c9e3d5a0", | |
"value": "Downloading: 100%" | |
} | |
}, | |
"6db84a167eec49ecbafc45879b949cfe": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_0f37d536b9c64686a9352d56c3fc28aa", | |
"max": 112, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_70598568b3c344b99d732fd55bed3c98", | |
"value": 112 | |
} | |
}, | |
"c23707b00ad84ea1a890c7285d43a39d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_d22e71e42a7f4522b1cb8d7e4be173d7", | |
"placeholder": "", | |
"style": "IPY_MODEL_90c113d42c7c4315a18ef62985c38757", | |
"value": " 112/112 [00:00<00:00, 2.58kB/s]" | |
} | |
}, | |
"50dfc54f3e594bae8add98dee47fb90c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"316b190e6bbc405d873facf75238167d": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"0269956d5a0c4deaa6497871c9e3d5a0": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"0f37d536b9c64686a9352d56c3fc28aa": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"70598568b3c344b99d732fd55bed3c98": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"d22e71e42a7f4522b1cb8d7e4be173d7": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"90c113d42c7c4315a18ef62985c38757": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"5880972256e04a8f9278bd3e9b114ff4": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_de9d35de48964031a967c76bfa0d8320", | |
"IPY_MODEL_90955d546e7f4c8aa241f1dbd9116f0e", | |
"IPY_MODEL_ffcc53a8c913484fa8fd0420f56f16f3" | |
], | |
"layout": "IPY_MODEL_aa5a27b8d06d45c8abd6cd4727b5a515" | |
} | |
}, | |
"de9d35de48964031a967c76bfa0d8320": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_1890064acf7840bbb01477b93c99a7eb", | |
"placeholder": "", | |
"style": "IPY_MODEL_441325ecb6694f6ea942dcc95b46dc95", | |
"value": "Epoch: 100%" | |
} | |
}, | |
"90955d546e7f4c8aa241f1dbd9116f0e": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_0dc2f431c2de4a89ba24c903c6e463a1", | |
"max": 1, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_468d67e9d2dd4b559ed8c244307294d0", | |
"value": 1 | |
} | |
}, | |
"ffcc53a8c913484fa8fd0420f56f16f3": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_437aedbdaf0749a6a1e2cc900afc4974", | |
"placeholder": "", | |
"style": "IPY_MODEL_54fea299432441418c63dd0580f50960", | |
"value": " 1/1 [35:41<00:00, 2141.21s/it]" | |
} | |
}, | |
"aa5a27b8d06d45c8abd6cd4727b5a515": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"1890064acf7840bbb01477b93c99a7eb": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"441325ecb6694f6ea942dcc95b46dc95": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"0dc2f431c2de4a89ba24c903c6e463a1": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"468d67e9d2dd4b559ed8c244307294d0": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"437aedbdaf0749a6a1e2cc900afc4974": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"54fea299432441418c63dd0580f50960": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"3b89d0cb064343b7a911fdfc1acb965d": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HBoxModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HBoxModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HBoxView", | |
"box_style": "", | |
"children": [ | |
"IPY_MODEL_f46fe4d74c664703845f56649e740d3b", | |
"IPY_MODEL_cc9ed121dd9e4f8ea1f200bf57310ebf", | |
"IPY_MODEL_aff4ede8a3ef41588e5bfbab275aba02" | |
], | |
"layout": "IPY_MODEL_2eb5437227404dc39e18cbd05b4d7d43" | |
} | |
}, | |
"f46fe4d74c664703845f56649e740d3b": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_8360abbddd6c40d79a1bdbe6203ad820", | |
"placeholder": "", | |
"style": "IPY_MODEL_0b8c52a9957245ce8b016cd5e97678d6", | |
"value": "Iteration: 100%" | |
} | |
}, | |
"cc9ed121dd9e4f8ea1f200bf57310ebf": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "FloatProgressModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "FloatProgressModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "ProgressView", | |
"bar_style": "success", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_c30969ced015487a92721a5b8155c06c", | |
"max": 1875, | |
"min": 0, | |
"orientation": "horizontal", | |
"style": "IPY_MODEL_e42c0867f17749b59cdd26aaa2cd462f", | |
"value": 1875 | |
} | |
}, | |
"aff4ede8a3ef41588e5bfbab275aba02": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "HTMLModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_dom_classes": [], | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "HTMLModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/controls", | |
"_view_module_version": "1.5.0", | |
"_view_name": "HTMLView", | |
"description": "", | |
"description_tooltip": null, | |
"layout": "IPY_MODEL_c59fb2986c21441788d4c0ece18526be", | |
"placeholder": "", | |
"style": "IPY_MODEL_de1397cdfe4045c8ac7773e9326b45be", | |
"value": " 1875/1875 [35:41<00:00, 1.14s/it]" | |
} | |
}, | |
"2eb5437227404dc39e18cbd05b4d7d43": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"8360abbddd6c40d79a1bdbe6203ad820": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"0b8c52a9957245ce8b016cd5e97678d6": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
}, | |
"c30969ced015487a92721a5b8155c06c": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"e42c0867f17749b59cdd26aaa2cd462f": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "ProgressStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "ProgressStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"bar_color": null, | |
"description_width": "" | |
} | |
}, | |
"c59fb2986c21441788d4c0ece18526be": { | |
"model_module": "@jupyter-widgets/base", | |
"model_name": "LayoutModel", | |
"model_module_version": "1.2.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/base", | |
"_model_module_version": "1.2.0", | |
"_model_name": "LayoutModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "LayoutView", | |
"align_content": null, | |
"align_items": null, | |
"align_self": null, | |
"border": null, | |
"bottom": null, | |
"display": null, | |
"flex": null, | |
"flex_flow": null, | |
"grid_area": null, | |
"grid_auto_columns": null, | |
"grid_auto_flow": null, | |
"grid_auto_rows": null, | |
"grid_column": null, | |
"grid_gap": null, | |
"grid_row": null, | |
"grid_template_areas": null, | |
"grid_template_columns": null, | |
"grid_template_rows": null, | |
"height": null, | |
"justify_content": null, | |
"justify_items": null, | |
"left": null, | |
"margin": null, | |
"max_height": null, | |
"max_width": null, | |
"min_height": null, | |
"min_width": null, | |
"object_fit": null, | |
"object_position": null, | |
"order": null, | |
"overflow": null, | |
"overflow_x": null, | |
"overflow_y": null, | |
"padding": null, | |
"right": null, | |
"top": null, | |
"visibility": null, | |
"width": null | |
} | |
}, | |
"de1397cdfe4045c8ac7773e9326b45be": { | |
"model_module": "@jupyter-widgets/controls", | |
"model_name": "DescriptionStyleModel", | |
"model_module_version": "1.5.0", | |
"state": { | |
"_model_module": "@jupyter-widgets/controls", | |
"_model_module_version": "1.5.0", | |
"_model_name": "DescriptionStyleModel", | |
"_view_count": null, | |
"_view_module": "@jupyter-widgets/base", | |
"_view_module_version": "1.2.0", | |
"_view_name": "StyleView", | |
"description_width": "" | |
} | |
} | |
} | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment