{"id":46542,"date":"2022-11-15T13:53:42","date_gmt":"2023-08-19T03:14:00","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/"},"modified":"2024-04-29T00:47:06","modified_gmt":"2024-04-28T16:47:06","slug":"46542-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/","title":{"rendered":""},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h1>\n

qiskit\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u305d\u3053\u305d\u3053\u624b\u9593\u53d6\u3063\u305f\u306e\u3067\u305d\u306e\u5099\u5fd8\u9332\u3067\u3059\u3002<\/p>\n

\u524d\u63d0\u6761\u4ef6<\/h1>\n

\u30fbM1 Mac
\n\u30fb\u534a\u5e74\u524d\u307e\u3067windows\u30e6\u30fc\u30b6\u30fc\u3060\u3063\u305f\u306e\u3067\u3001\u74b0\u5883\u69cb\u7bc9\u3068\u304b\u521d\u5fc3\u8005\u306e\u65b9\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u66f8\u304f\u3064\u3082\u308a\u3067\u3059\u3002
\n\u30fbIBMQ\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u72b6\u614b\u307e\u3067\u66f8\u304d\u307e\u3059\u3002<\/p>\n

1. Anaconda\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n

\u307e\u305a\u3001Anaconda\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u8a72\u5f53\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002
\n\u203b\u4eca\u56de\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5148\u306f\u300c\u7279\u5b9a\u306e\u30c7\u30a3\u30b9\u30af\u306b…\u300d\u306e\u65b9\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u8272\u3005\u51fa\u3066\u304d\u307e\u3059\u304c\u3001\u5168\u3066\u300c\u7d9a\u3051\u308b\u300d\u3092\u9078\u629e\u3057\u3066\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n

2. \u4eee\u60f3\u74b0\u5883<\/h1>\n

\u6b21\u306b\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u6210\u3057\u3066\u3001\u8d77\u52d5\u3055\u305b\u307e\u3059\u3002<\/p>\n

2.1 \u4eee\u60f3\u74b0\u5883\u306e\u4f5c\u6210<\/h2>\n

\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n

% conda create -n \u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d python=3\r\n<\/code><\/pre>\n
\u3053\u3053\u3067\u3001\u300c\u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d\u300d\u306f\u81ea\u5206\u306e\u597d\u304d\u306a\u540d\u524d\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002
\npython=3\u306e3\u306fpython\u306eversion\u3002\u306a\u306e\u30673.7\u3068\u304b\u30013.8\u3068\u304b\u3067\u3082\u5927\u4e08\u592b\u306a\u306f\u305a\u3067\u3059\u3002
\n\u3053\u308c\u3067python\u3060\u3051\u304c\u5165\u3063\u305f\u4eee\u60f3\u74b0\u5883\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n
2.2 \u4eee\u60f3\u74b0\u5883\u306e\u8d77\u52d5<\/h2>\n
\u6240\u8b02activate\u3059\u308b\u3063\u3066\u3084\u3064\u3002<\/p>\n
% source activate \u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d\r\n<\/code><\/pre>\n
\u9006\u306b\u4eee\u60f3\u74b0\u5883\u3092\u7d42\u4e86\u3059\u308b\u306b\u306f<\/p>\n
% conda deactivate\r\n<\/code><\/pre>\n
3. qiskit\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n
\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u5148\u307b\u3069\u4f5c\u3063\u305f\u4eee\u60f3\u74b0\u5883\u306bqiskit\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002
\n\u4eee\u60f3\u74b0\u5883\u3092\u8d77\u52d5\u3057\u305f\u72b6\u614b\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n
% pip install qiskit\r\n<\/code><\/pre>\n
\u307e\u305f\u3001\u8868\u793a\u6a5f\u80fd\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n
% pip install `qiskit[visualization]`\r\n<\/code><\/pre>\n
\u203b\u3053\u308c\u3067\u3067\u304d\u306a\u304b\u3063\u305f\u3089“\u3092\u306f\u305a\u3057\u3066\u5b9f\u884c\u3057\u3066\u307f\u308b\u3002<\/p>\n
4. IBMQ<\/h1>\n
4.1 IBMQ\u306b\u30ed\u30b0\u30a4\u30f3<\/h2>\n
IBMQ\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001IBMQ\u306b\u30ed\u30b0\u30a4\u30f3\u3059\u308c\u3070\u3044\u3044\u308f\u3051\u3067\u3059\u304c\u3001IBMid\u304c\u5fc5\u8981\u306a\u306e\u3067\u6301\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001IBM\u3067IBM\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n
4.2 IBMQ\u306eAPI\u3092\u901a\u3059<\/h2>\n
\"image.png\"<\/div>\n
\u6b21\u306b\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u306b\u79fb\u52d5\u3057\u3066\u4eee\u60f3\u74b0\u5883\u3067python\u3092\u8d77\u52d5\u3057\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n
%<\/span> python<\/span>\r\n>>><\/span> from<\/span> qiskit<\/span> import<\/span> IBMQ<\/span>\r\n>>><\/span> IBMQ<\/span>.<\/span>save_account<\/span>(<\/span>'<\/span>API token<\/span>'<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u300cAPI token\u300d\u306b\u5148\u307b\u3069\u30b3\u30d4\u30fc\u3057\u305fAPI token\u3092\u5165\u529b\u3057\u307e\u3059\u3002
\n\u3053\u308c\u3067\u74b0\u5883\u69cb\u7bc9\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n
5.\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\uff08\u88dc\u8db3\uff09<\/h1>\n
\u3053\u3053\u304b\u3089\u306f\u4f59\u8ac7\u3067\u3059\u3002
\n\u8d77\u52d5\u6642\u306b\u6bce\u56deAPI\u901a\u3057\u3066\u3001qiskit\u304b\u3089\u3044\u308d\u3044\u308dimport\u3057\u3066Leat busy\u306a\u5b9f\u6a5f\u3092\u691c\u7d22\u3057\u3066\u3001\u3001\u3092\u3084\u308b\u306e\u306f\u9762\u5012\u306a\u306e\u3067\u4e00\u6c17\u306b\u3084\u3063\u3066\u304f\u308c\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002
\n\u307e\u305a\u306f\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u306b\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002\u306a\u304a\u3001python\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
from<\/span> qiskit<\/span> import<\/span> IBMQ<\/span>\r\n\r\n#\u3044\u308d\u3044\u308dimport\r\n<\/span>from<\/span> qiskit<\/span> import<\/span> IBMQ<\/span>,<\/span> QuantumCircuit<\/span>,<\/span> ClassicalRegister<\/span>,<\/span> QuantumRegister<\/span>\r\nfrom<\/span> qiskit<\/span> import<\/span> execute<\/span>,<\/span> Aer<\/span>\r\nfrom<\/span> qiskit.qasm<\/span> import<\/span> pi<\/span>\r\nfrom<\/span> qiskit.tools.visualization<\/span> import<\/span> plot_histogram<\/span>,<\/span> circuit_drawer<\/span> \r\nimport<\/span> numpy<\/span> as<\/span> np<\/span>\u3000<\/span>\r\n\r\n#IBMQ\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30ed\u30fc\u30c9\r\n<\/span>provider<\/span> =<\/span> IBMQ<\/span>.<\/span>load_account<\/span>()<\/span>\r\n\r\n#\u6700\u3082\u7a7a\u3044\u3066\u3044\u308b\u5b9f\u6a5f\u3092\u691c\u7d22\r\n<\/span>from<\/span> qiskit.providers.ibmq<\/span> import<\/span> least_busy<\/span>\r\nbackend_lb<\/span> =<\/span> least_busy<\/span>(<\/span>provider<\/span>.<\/span>backends<\/span>(<\/span>simulator<\/span>=<\/span>False<\/span>,<\/span> operational<\/span>=<\/span>True<\/span>))<\/span>\r\nprint<\/span>(<\/span>\"<\/span>Least busy backend : <\/span>\"<\/span>,<\/span> backend_lb<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u3053\u3053\u3067\u3001\u30e1\u30e2\u5e33\u3068\u304b\u3067\u66f8\u304f\u3068\u300c’\u300d\u3068\u304b\u300c”\u300d\u304c\u5225\u306e\u3082\u306e\u306b\u5909\u63db\u3055\u308c\u304b\u306d\u306a\u3044\u306e\u3067\u6ce8\u610f\u3057\u307e\u3059\u3002
\n\u307e\u305f\u3001API\u306f\u4e00\u56de\u901a\u305b\u3070API token\u3092\u5909\u3048\u306a\u3044\u9650\u308a\u901a\u3055\u305a\u306b\u300cIBM.load_account()\u300d\u3092\u5b9f\u884c\u3059\u308c\u3070\u3044\u3044\u307f\u305f\u3044\u3067\u3059[4]\u3002<\/p>\n
\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4eee\u60f3\u74b0\u5883\u3092activate\u3057\u305f\u306e\u3061\u3001\u6b21\u306e\u3088\u3046\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n
% python \u30d5\u30a1\u30a4\u30eb\u540d.py\r\n<\/code><\/pre>\n
\u5f53\u7136\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306f\u4efb\u610f\u3067\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u3053\u3053\u3067\u306f\u6700\u3082\u7a7a\u3044\u3066\u3044\u308b\u5b9f\u6a5f\u3092\u8868\u793a\u3059\u308b\u307e\u3067\u306b\u3068\u3069\u3081\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u7a3c\u50cd\u3057\u3066\u3044\u308b\u5b9f\u6a5f\u306e\u4e00\u89a7\u306e\u8868\u793a\u3092\u3057\u305f\u308a\u3001input()\u95a2\u6570\u306a\u3069\u3092\u4f7f\u3048\u3070\u30ad\u30fc\u30dc\u30fc\u30c9\u304b\u3089\u306e\u5165\u529b\u3067\u5b9f\u6a5f\u3092\u6307\u5b9a\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
6.\u4eee\u60f3\u74b0\u5883\u3092Jupyter Notebook\u306b\u767b\u9332\uff08\u88dc\u8db3\uff09<\/h1>\n
\u3053\u3053\u3082\u4f59\u8ac7\u3067\u3059\u3002
\n4.\u307e\u3067\u5b8c\u4e86\u3059\u308c\u3070qiskit\u306f\u4f7f\u3048\u308b\u308f\u3051\u3067\u3059\u304c\u3001\u6bce\u56de\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u30b3\u30fc\u30c9\u66f8\u304f\u306e\u306f…\u3068\u3044\u3046\u65b9\u3080\u3051\u3067\u3059\u3002
\n\u4eca\u56de\u306fJupyter Notebook\u306b\u4eee\u60f3\u74b0\u5883\u3092\u767b\u9332\u3057\u3066\u3001Jupyter Notebook\u3067qiskit\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002
\n\u307e\u305a\u306fipkernel\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059[5]\u3002<\/p>\n
% pip install ipkernel\r\n<\/code><\/pre>\n
\u305d\u3057\u3066\u6b21\u306b\u3001\u4eee\u60f3\u74b0\u5883\u3092Jupyter Notebook\u306b\u767b\u9332\u3057\u307e\u3059\u3002<\/p>\n
% ipython kernel install --user --name = \u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d\r\n<\/code><\/pre>\n
\u5f53\u7136\u3001\u300c\u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d\u300d\u306e\u3068\u3053\u308d\u306b\u767b\u9332\u3057\u305f\u3044\u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d\u3092\u5165\u308c\u307e\u3059\u3002
\n\u3053\u308c\u3067Jupyter Notebook\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3068\u3001\u767b\u9332\u3057\u305f\u4eee\u60f3\u74b0\u5883\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002
\n\u56e0\u307f\u306b\u3001Jupyter Notebook\u306f\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
% jupyter notebook\r\n<\/code><\/pre>\n
\"image.png\"<\/div>\n
import \u30d5\u30a1\u30a4\u30eb\u540d\r\n<\/code><\/pre>\n
\u3053\u308c\u3067\u5b9f\u884c\u3055\u308c\u3001\u6700\u3082\u7a7a\u3044\u3066\u3044\u308b\u5b9f\u6a5f\u306e\u540d\u524d\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n
7.Jupyter Notebook\u3092\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u8d77\u52d5\u3055\u305b\u308b\uff08\u88dc\u8db3\uff09<\/h1>\n
6.\u3067Jupyter Notebook\u306f\u30b3\u30de\u30f3\u30c9\u3067\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3057\u307e\u3057\u305f\u304c\u3001\u308f\u3056\u308f\u3056\u30bf\u30fc\u30df\u30ca\u30eb\u8d77\u52d5\u3057\u3066\u30b3\u30de\u30f3\u30c9\u6253\u3064\u3088\u308a\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u958b\u3051\u305f\u65b9\u304c\u3044\u3044\u3088\u306d\u3063\u3066\u3053\u3068\u3067\u305d\u3046\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059[7]\u3002<\/p>\n
\"image.png\"<\/div>\n
\"image.png\"<\/div>\n
\"image.png\"<\/div>\n
\u3059\u308b\u3068\u6b21\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
on run {input, parameters}\r\n\t\r\n\t(* Your script goes here *)\r\n\t\r\n\treturn input\r\nend run\r\n<\/code><\/pre>\n
\u3053\u306e\u4e2d\u306ereturn input\u3092\u524a\u9664\u3057\u3001\u4ee3\u308f\u308a\u306b\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n
tell application \"Terminal\"\r\n\tset cureentTab to do script \"jupyter notebook\"\r\nend tell\r\n<\/code><\/pre>\n
\u3053\u308c\u306f\u898b\u3066\u306e\u901a\u308a\u4e00\u884c\u76ee\u3067\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u304d\u3001\u4e8c\u884c\u76ee\u3067Jupyter Notebook\u3092\u958b\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u53f3\u4e0a\u306e\u300c\u5b9f\u884c\u300d\u62bc\u3057\u3001\u51fa\u3066\u304f\u308b\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u3067\u300cOK\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002
\n\u4e0b\u306e\u30ed\u30b0\u3067\u300cAppleScript\u3092\u5b9f\u884c\u5b8c\u4e86\u300d\u3001\u300c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070OK\u3067\u3059\u3002<\/p>\n
\u2318+S\u3067\u9069\u5f53\u306a\u540d\u524d\u3092\u3064\u3051\u3066\u5834\u6240\u306f\u4efb\u610f\u306e\u5834\u6240\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u300c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306b\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\u306b\u300c\u540d\u524d.app\u300d\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u6b21\u56de\u4ee5\u964d\u306f\u3053\u306eapp\u3092\u8d77\u52d5\u3059\u308b\u3068Jupyter Notebook\u304c\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n
\u53c2\u8003\u6587\u732e<\/h1>\n
[1]\uff1ahttps:\/\/qiskit.org\/documentation\/getting_started.html
\n[2]\uff1ahttps:\/\/qiita.com\/K-K-K-K\/items\/8bebc4a2556561308ccb
\n[3]\uff1ahttps:\/\/qiita.com\/naz_\/items\/84634fbd134fbcd25296
\n[4]\uff1ahttps:\/\/pythonprogramming.net\/quantum-computer-programming-tutorial\/
\n[5]\uff1ahttps:\/\/www.salesanalytics.co.jp\/datascience\/datascience060\/
\n[6]\uff1ahttps:\/\/qiita.com\/wsuzume\/items\/77dce2d54dea9cb7751c
\n[7]\uff1ahttps:\/\/qiita.com\/rebellious-wimp\/items\/f227424c518691c5ae26<\/p>\n","protected":false},"excerpt":{"rendered":"
\u306f\u3058\u3081\u306b qiskit\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u305d\u3053\u305d\u3053\u624b\u9593\u53d6\u3063\u305f\u306e\u3067\u305d\u306e\u5099\u5fd8\u9332\u3067\u3059\u3002 \u524d\u63d0\u6761\u4ef6 \u30fbM1 Mac \u30fb\u534a\u5e74 […]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46542","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\/46542-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b qiskit\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u305d\u3053\u305d\u3053\u624b\u9593\u53d6\u3063\u305f\u306e\u3067\u305d\u306e\u5099\u5fd8\u9332\u3067\u3059\u3002 \u524d\u63d0\u6761\u4ef6 \u30fbM1 Mac \u30fb\u534a\u5e74 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-19T03:14:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T16:47:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d654537434c4406d06a2f\/28-0.png\" \/>\n<meta name=\"author\" content=\"\u96c5, \u609f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u96c5, \u609f\" \/>\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\/46542-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-08-19T03:14:00+00:00\",\"dateModified\":\"2024-04-28T16:47:06+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\",\"name\":\"\u96c5, \u609f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g\",\"caption\":\"\u96c5, \u609f\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yawu\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/","og_locale":"zh_CN","og_type":"article","og_description":"\u306f\u3058\u3081\u306b qiskit\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u305d\u3053\u305d\u3053\u624b\u9593\u53d6\u3063\u305f\u306e\u3067\u305d\u306e\u5099\u5fd8\u9332\u3067\u3059\u3002 \u524d\u63d0\u6761\u4ef6 \u30fbM1 Mac \u30fb\u534a\u5e74 […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-08-19T03:14:00+00:00","article_modified_time":"2024-04-28T16:47:06+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d654537434c4406d06a2f\/28-0.png"}],"author":"\u96c5, \u609f","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u96c5, \u609f","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/","name":"- Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-08-19T03:14:00+00:00","dateModified":"2024-04-28T16:47:06+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/"]}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6","name":"\u96c5, \u609f","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g","caption":"\u96c5, \u609f"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yawu\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46542-2\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46542","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=46542"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46542\/revisions"}],"predecessor-version":[{"id":69387,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46542\/revisions\/69387"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=46542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=46542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=46542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}