{"id":46027,"date":"2023-04-15T23:07:04","date_gmt":"2023-01-20T09:13:54","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/"},"modified":"2024-04-29T23:42:18","modified_gmt":"2024-04-29T15:42:18","slug":"46027-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/","title":{"rendered":""},"content":{"rendered":"

\u4ee5\u4e0b\u306e\u65b9\u6cd5\u306f\u6700\u65b0\u306eJupyter\u3067\u306f\u5b9f\u884c\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\uff0e(Jupyter \u30d0\u30fc\u30b8\u30e7\u30f3 4.9.2)<\/p>\n

\u65e5\u9803\u304b\u3089Jupyter Notebook\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002GPU\u642d\u8f09\u30de\u30b7\u30fc\u30f3(Linux)\u4e0a\u3067Docker\u3092\u5b9f\u884c\u3057\u3066Jupyter Notebook(Tensor Flow Notebook)\u306e\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3066\u3066\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002Notebook\u5229\u7528\u6642\u306bimport\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3044\u3064\u3082\u4f3c\u901a\u3063\u3066\u304a\u308a\u3001\u6bce\u5ea6\u6bce\u5ea6\u8a18\u8f09\u3059\u308b\u306e\u304c\u7169\u96d1\u3067\u3042\u308a\u3001\u9762\u5012\u304f\u3055\u3044\u884c\u7a0b\u3068\u611f\u3058\u3066\u3044\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u3001Notebook\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8(Snippet)\u3092\u8a2d\u5b9a\u3057\u3066\u3001import\u6587\u306e\u8a18\u8f09\u3092\u697d\u306b\u3059\u308b\u8a66\u307f\u3092\u3084\u3063\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002Jupyter\u306b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u4f3c\u3066\u3044\u308bGoogle Colaboratory\u306b\u306f\u8a2d\u5b9a\u30e1\u30cb\u30e5\u30fc\u304b\u3089Snippet\u306e\u8a2d\u5b9a\u304c\u53ef\u80fd\u3067\u3059\u304c\u3001Jupyter\u306b\u306f\u5c02\u7528\u306eextension\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u6709\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306fJupyter @ Docker\u74b0\u5883\u3092\u5bfe\u8c61\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u7b46\u8005\u304c\u8a2d\u5b9a\u6642\u306b\u60c5\u5831\u3092\u63a2\u3057\u307e\u3057\u305f\u304c\u3001Jupyter @ Docker\u306e\u60c5\u5831\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3002\u3002 \u540c\u69d8\u306e\u74b0\u5883\u69cb\u7bc9\u3092\u8003\u3048\u3066\u304a\u3089\u308c\u3066\u3044\u308b\u65b9\u306e\u304a\u5f79\u306b\u7acb\u3066\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n

Jupyter Nbextensions Configurator\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n

\u307e\u305aJupyter Nbextensions Configurator\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u7b46\u8005\u306fpip\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n

pip install <\/span>jupyter_nbextensions_configurator\r\n<\/code><\/pre>\n
pip\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5b8c\u4e86\u5f8c\u306bjupyter\u30b3\u30de\u30f3\u30c9\u3092\u7528\u3044\u3066\u6709\u52b9\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n
jupyter contrib nbextension install<\/span> --user<\/span>\r\n<\/code><\/pre>\n
\u30b3\u30f3\u30c6\u30ca\u306e\u518d\u8d77\u52d5<\/h1>\n
Jupyter\u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u30b3\u30f3\u30c6\u30ca\u306e\u518d\u8d77\u52d5\u3092\u884c\u3044\u307e\u3059\u3002\u5229\u7528\u3057\u3066\u3044\u308b\u30b3\u30f3\u30c6\u30ca\u4eee\u60f3\u5316\u74b0\u5883\u306b\u5408\u3063\u305f\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u4e0b\u3055\u3044\u3002<\/p>\n
docker container restart <CONTAINER_NAME>\r\n<\/code><\/pre>\n
docker-compose restart <CONTAINER_NAME>\r\n<\/code><\/pre>\n
Snippets\u306e\u6709\u52b9\u5316<\/h1>\n
\u30b3\u30f3\u30c6\u30ca\u518d\u8d77\u52d5\u5f8c\u306b\u3001Jupyter\u306e\uff35\uff32\uff2c(\/tree\u4f8b\u3048\u3070http:\/\/:8080\/tree)\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u4e0b\u56f3\u306e\u69d8\u306bNbextensions\u30bf\u30d6\u304c\u8ffd\u52a01\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30da\u30fc\u30b8\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n
\"tab.png\"<\/div>\n
Nbextensions\u306e\u6709\u52b9\u5316<\/h2>\n
disable configuration for nbextensions without explicit compatibility (they may break your notebook environment, but can be useful to show for nbextension development)\u306e\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u4e0b\u56f3\u306e\u69d8\u306b\u30aa\u30d5\u306b\u307e\u3059\u3002\u307e\u305f\u3001Snippets\u306e\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092\u30aa\u30f3\u306b\u3057\u3066\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/p>\n
\"config\"<\/div>\n
Snippets\u304c\u6709\u52b9\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306e\u78ba\u8a8d<\/h1>\n
\u65b0\u898fNotebook\u3092\u4f5c\u6210\u3057\u3066Snippets\u304c\u6709\u52b9\u5316\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4e0b\u56f3\u306e\u8d64\u4e38\u306e\u90e8\u5206\u306b\u793a\u3059\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30e1\u30cb\u30e5\u30fc\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\u6210\u529f\u3067\u3059\u3002\u3053\u308c\u3067snippet\u306f\u4f7f\u3048\u308b\u69d8\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u3053\u306e\u307e\u307e\u3067\u306f\u30b5\u30f3\u30d7\u30ebsnippet\u3057\u304b\u5229\u7528\u51fa\u6765\u307e\u305b\u3093\u3002(\u56e0\u307f\u306b\u30b5\u30f3\u30d7\u30ebsnippet\u306fZen of Python\u3092\u8868\u793a\u3055\u305b\u308bimport this\u30b3\u30de\u30f3\u30c9\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u3060\u3051\u3067\u3059\u3002)<\/p>\n
\"notebook\"<\/div>\n
\u81ea\u4f5csnippet\u306e\u767b\u9332<\/h1>\n
\u81ea\u4f5csnippet\u3092\u767b\u9332\u3059\u308b\u5834\u5408\u3001.local\/share\/jupyter\/nbextensions\/snippets\/snippets.json\u306b\u767b\u9332\u3057\u305f\u3044\u5185\u5bb9\u3092\u8ffd\u8a18\u3057\u307e\u3059\u3002\u7b46\u8005\u306fPyTorch\u306e\u5c02\u9580\u66f8\u3092\u8aad\u307f\u306a\u304c\u3089Notebook\u3092\u5229\u7528\u3059\u308b\u6642\u306b\u5927\u91cf\u306bimport\u6587\u3092\u66f8\u304d\u305f\u304f\u306a\u3044\u306e\u3067\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u76f4\u3050\u306bimport\u51fa\u6765\u308b\u72b6\u614b\u306b\u3057\u3066\u304a\u304f\u305f\u3081\u306esnippet\u3092\u767b\u9332\u3057\u307e\u3057\u305f\u3002<\/p>\n
{<\/span>\r\n    \"snippets\"<\/span> :<\/span> [<\/span>\r\n        {<\/span>\r\n            \"name\"<\/span> :<\/span> \"example\"<\/span>,<\/span>\r\n            \"code\"<\/span> :<\/span> [<\/span>\r\n                \"# This is an example snippet!\"<\/span>,<\/span>\r\n                \"# To create your own, add a new snippet block to the\"<\/span>,<\/span>\r\n                \"# snippets.json file in your jupyter nbextensions directory:\"<\/span>,<\/span>\r\n                \"# \/nbextensions\/snippets\/snippets.json\"<\/span>,<\/span>\r\n                \"import this\"<\/span>\r\n            ]<\/span>\r\n        },<\/span>\r\n        {<\/span>\r\n            \"name\"<\/span> :<\/span> \"PyTorch NoteBook\"<\/span>,<\/span>\r\n            \"code\"<\/span> :<\/span> [<\/span>\r\n                \"import xml.etree.ElementTree as ET\"<\/span>,<\/span>\r\n                \"import glob\"<\/span>,<\/span>\r\n                \"import json\"<\/span>,<\/span>\r\n                \"import os.path as osp\"<\/span>,<\/span>\r\n                \"import random\"<\/span>,<\/span>\r\n                \"\"<\/span>,<\/span>\r\n                \"import cv2\"<\/span>,<\/span>\r\n                \"import numpy as np\"<\/span>,<\/span>\r\n                \"import matplotlib.pyplot as plt\"<\/span>,<\/span>\r\n                \"import torch\"<\/span>,<\/span>\r\n                \"import torch.nn as nn\"<\/span>,<\/span>\r\n                \"import torch.optim as optim\"<\/span>,<\/span>\r\n                \"import torch.utils.data as data\"<\/span>,<\/span>\r\n                \"import torchvision\"<\/span>,<\/span>\r\n                \"\"<\/span>,<\/span>\r\n                \"from PIL import Image\"<\/span>,<\/span>\r\n                \"from tqdm import tqdm\"<\/span>,<\/span>\r\n                \"from torchvision import models, transforms\"<\/span>,<\/span>\r\n                \"\"<\/span>,<\/span>\r\n                \"%matplotlib inline\"<\/span>,<\/span>\r\n                \"\"<\/span>,<\/span>\r\n                \"torch.manual_seed(1234)\"<\/span>,<\/span>\r\n                \"np.random.seed(1234)\"<\/span>,<\/span>\r\n                \"random.seed(1234)\"<\/span>\r\n            ]<\/span>\r\n        }<\/span>\r\n    ]<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u307e\u3068\u3081<\/h1>\n
\u4ee5\u524d\u304b\u3089\u6c17\u306b\u306a\u3063\u3066\u3044\u305fJupyter Notebook\u306esnippet\u767b\u9332\u304c\u6f38\u304f\u51fa\u6765\u307e\u3057\u305f\u3002\u4eca\u5f8c\u3088\u304f\u4f7f\u3046Notebook\u306f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3057\u3066\u76f4\u3050\u306b\u5229\u7528\u51fa\u6765\u308b\u69d8\u306b\u6d3b\u7528\u3057\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
Reference<\/h1>\n
 <\/p>\n
Web\u4e0a\u306e\u60c5\u5831\u3084\u516c\u5f0fdoc\u3067\u306f\/nbextensions\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u8868\u793a\u3055\u308c\u308b\u65e8\u306e\u8aac\u660e\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u7b46\u8005\u306e\u74b0\u5883\u3067\u306f\u4e0a\u624b\u304f\u30a2\u30af\u30bb\u30b9\u51fa\u6765\u307e\u305b\u3093\u3067\u3057\u305f\u3002 \u21a9<\/p>\n<\/section>\n","protected":false},"excerpt":{"rendered":"
\u4ee5\u4e0b\u306e\u65b9\u6cd5\u306f\u6700\u65b0\u306eJupyter\u3067\u306f\u5b9f\u884c\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\uff0e(Jupyter \u30d0\u30fc\u30b8\u30e7\u30f3 4.9.2 […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46027","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u4ee5\u4e0b\u306e\u65b9\u6cd5\u306f\u6700\u65b0\u306eJupyter\u3067\u306f\u5b9f\u884c\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\uff0e(Jupyter \u30d0\u30fc\u30b8\u30e7\u30f3 4.9.2 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-20T09:13:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T15:42:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d627037434c4406cffe25\/13-0.png\" \/>\n<meta name=\"author\" content=\"\u6e05, \u626c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u626c\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-01-20T09:13:54+00:00\",\"dateModified\":\"2024-04-29T15:42:18+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46027-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - 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