{"id":177713,"date":"2024-05-08T19:36:18","date_gmt":"2024-05-08T11:36:18","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/177713.html"},"modified":"2024-05-08T19:36:28","modified_gmt":"2024-05-08T11:36:28","slug":"%e5%9c%a8%e5%93%aa%e4%ba%9b%e6%96%b9%e9%9d%a2%ef%bc%8cnumpy%e7%9a%84%e9%80%9f%e5%ba%a6%e5%8f%8d%e8%80%8c%e6%af%94%e4%b8%8d%e4%b8%8a%e5%8e%9f%e5%a7%8bpython","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/177713.html","title":{"rendered":"\u5728\u54ea\u4e9b\u65b9\u9762\uff0cNumpy\u7684\u901f\u5ea6\u53cd\u800c\u6bd4\u4e0d\u4e0a\u539f\u59cbPython"},"content":{"rendered":"

\"\u5728\u54ea\u4e9b\u65b9\u9762\uff0cNumpy\u7684\u901f\u5ea6\u53cd\u800c\u6bd4\u4e0d\u4e0a\u539f\u59cbPython\"<\/p>\n

\u5728\u51e0\u4e2a\u7279\u5b9a\u7684\u65b9\u9762\uff0cNumpy\u7684\u901f\u5ea6\u53cd\u800c\u6bd4\u4e0d\u4e0a\u539f\u59cbPython<\/strong>\u3002\u8fd9\u4e3b\u8981\u5305\u62ec\uff1a\u5185\u5b58\u5f00\u9500\u5927\u7684\u64cd\u4f5c\u3001\u5c0f\u89c4\u6a21\u6570\u636e\u5904\u7406\u3001\u9891\u7e41\u7684\u6570\u7ec4\u6570\u636e\u7c7b\u578b\u8f6c\u6362\u3001\u4ee5\u53ca\u67d0\u4e9b\u7279\u5b9a\u7684\u6570\u7ec4\u64cd\u4f5c<\/strong>\u3002\u8fd9\u4e9b\u533a\u57df\u7684\u6027\u80fd\u5dee\u5f02\u4e3b\u8981\u662f\u7531\u4e8eNumpy\u7684\u8bbe\u8ba1\u521d\u8877\u4e0ePython\u539f\u751f\u6001\u7684\u4e0d\u540c\u6240\u5bfc\u81f4\u7684\u3002\u4f8b\u5982\uff0c\u5728\u5904\u7406\u975e\u5e38\u5c0f\u7684\u6570\u636e\u96c6\u65f6\uff0cNumpy\u7684\u521d\u59cb\u5316\u6210\u672c\u53ef\u80fd\u4f1a\u8d85\u8fc7\u5176\u6570\u7ec4\u64cd\u4f5c\u7684\u901f\u5ea6\u4f18\u52bf\u3002Numpy\u662f\u4e3a\u64cd\u4f5c\u5927\u89c4\u6a21\u6570\u636e\u96c6\u800c\u8bbe\u8ba1\uff0c\u5176\u5185\u90e8\u4f18\u5316\u975e\u5e38\u4f9d\u8d56\u4e8e\u6570\u636e\u7684\u89c4\u6a21\u3002\u56e0\u6b64\uff0c\u5f53\u6570\u636e\u91cf\u4e0d\u8db3\u4ee5\u5f25\u8865\u8fd9\u4e9b\u5f00\u9500\u65f6\uff0c\u539f\u59cbPython\u4ee3\u7801\u53ef\u80fd\u4f1a\u66f4\u6709\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5185\u5b58\u5f00\u9500\u5927\u7684\u64cd\u4f5c<\/h3>\n<\/p>\n

Numpy\u6570\u7ec4\u5728\u5185\u5b58\u4e2d\u4ee5\u8fde\u7eed\u5757\u7684\u5f62\u5f0f\u5b58\u50a8\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u52a0\u901f\u4e86\u5927\u89c4\u6a21\u6570\u7ec4\u7684\u6570\u5b66\u8fd0\u7b97\uff0c\u56e0\u4e3a\u5b83\u51cf\u5c11\u4e86\u7f13\u5b58\u672a\u547d\u4e2d\u7684\u53ef\u80fd\u6027\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u610f\u5473\u7740\u5b83\u5728\u5927\u89c4\u6a21\u6570\u636e\u521d\u59cb\u5206\u914d\u4e0a\u6709\u66f4\u9ad8\u7684\u5185\u5b58\u8981\u6c42\u3002\u5bf9\u4e8e\u5c0f\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u8fd9\u79cd\u5927\u5757\u5185\u5b58\u7684\u5206\u914d\u548c\u56de\u6536\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u4e0d\u4f73\u3002<\/p>\n<\/p>\n

\u6b64\u5916\uff0cNumpy\u5728\u5904\u7406\u9700\u8981\u9891\u7e41\u6269\u5c55\u6216\u4fee\u6539\u5927\u5c0f\u7684\u6570\u7ec4\u65f6\uff0c\u6027\u80fd\u53ef\u80fd\u4e0d\u5982\u539f\u751f\u5217\u8868\u3002Python\u5217\u8868\u5728\u6dfb\u52a0\u5143\u7d20\u65f6\u901a\u8fc7\u8fc7\u5ea6\u5206\u914d\u5185\u5b58\u6765\u4f18\u5316\u6027\u80fd\uff0c\u4f46Numpy\u6570\u7ec4\u9700\u8981\u5728\u6bcf\u6b21\u4fee\u6539\u5927\u5c0f\u65f6\u91cd\u65b0\u5206\u914d\u6574\u4e2a\u6570\u7ec4\uff0c\u8fd9\u5728\u9891\u7e41\u589e\u5220\u5143\u7d20\u7684\u573a\u666f\u4e0b\u4f1a\u5e26\u6765\u989d\u5916\u7684\u6027\u80fd\u5f00\u9500\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u5c0f\u89c4\u6a21\u6570\u636e\u5904\u7406<\/h3>\n<\/p>\n

Numpy\u867d\u7136\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u65f6\u8868\u73b0\u51fa\u4f17\uff0c\u4f46\u5728\u5904\u7406\u5c0f\u89c4\u6a21\u6570\u636e\u65f6\uff0c\u5176\u6027\u80fd\u4f18\u52bf\u53ef\u80fd\u4e0d\u660e\u663e\u751a\u81f3\u900a\u8272\u4e8ePython\u539f\u751f\u6570\u636e\u7ed3\u6784\u3002\u8fd9\u662f\u56e0\u4e3aNumpy\u7684\u521d\u59cb\u5316\u548c\u6570\u7ec4\u6784\u5efa\u8fc7\u7a0b\u6709\u4e00\u4e2a\u56fa\u5b9a\u7684\u5f00\u9500\uff0c\u800c\u8fd9\u90e8\u5206\u5f00\u9500\u5728\u5c0f\u6570\u636e\u91cf\u65f6\u53ef\u80fd\u6210\u4e3a\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<\/p>\n

\u539f\u751fPython\u6570\u636e\u7ed3\u6784\u5982\u5217\u8868\u548c\u5b57\u5178\u4f18\u5316\u4e86\u5c0f\u89c4\u6a21\u6570\u636e\u7684\u5904\u7406\u901f\u5ea6\uff0c\u5b83\u4eec\u7684\u64cd\u4f5c\u6210\u672c\u76f8\u5bf9\u8f83\u4f4e\uff0c\u56e0\u6b64\u5728\u5904\u7406\u5c0f\u91cf\u6570\u636e\u65f6\u66f4\u52a0\u9ad8\u6548\u3002\u7279\u522b\u662f\u5728\u53ea\u9700\u8981\u6267\u884c\u51e0\u4e2a\u7b80\u5355\u64cd\u4f5c\u7684\u5c0f\u6570\u636e\u96c6\u4e0a\uff0c\u539f\u751fPython\u4ee3\u7801\u7684\u6267\u884c\u901f\u5ea6\u5f80\u5f80\u66f4\u5feb\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u9891\u7e41\u7684\u6570\u7ec4\u6570\u636e\u7c7b\u578b\u8f6c\u6362<\/h3>\n<\/p>\n

Numpy\u7684\u4e00\u4e2a\u6838\u5fc3\u7279\u6027\u662f\u652f\u6301\u540c\u8d28\u6570\u636e\u7c7b\u578b\u7684\u6570\u7ec4\uff0c\u8fd9\u610f\u5473\u7740\u6570\u7ec4\u4e2d\u7684\u6240\u6709\u5143\u7d20\u5fc5\u987b\u5177\u6709\u76f8\u540c\u7684\u6570\u636e\u7c7b\u578b\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5728\u6267\u884c\u77e2\u91cf\u5316\u64cd\u4f5c\u548c\u77e9\u9635\u8ba1\u7b97\u65f6\u975e\u5e38\u9ad8\u6548\uff0c\u4f46\u5b83\u4e5f\u610f\u5473\u7740\u5728\u6570\u7ec4\u4e2d\u6df7\u5408\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u65f6\uff0cNumpy\u4f1a\u5f3a\u5236\u8fdb\u884c\u6570\u636e\u7c7b\u578b\u8f6c\u6362\u3002<\/p>\n<\/p>\n

\u5f53\u8fd9\u4e9b\u6570\u636e\u7c7b\u578b\u8f6c\u6362\u53d8\u5f97\u9891\u7e41\u65f6\uff0c\u5b83\u4eec\u53ef\u80fd\u4f1a\u5bfc\u81f4\u660e\u663e\u7684\u6027\u80fd\u635f\u5931\u3002\u7279\u522b\u662f\u5728\u6570\u636e\u9884\u5904\u7406\u9636\u6bb5\uff0c\u5982\u4f55\u5c06Python\u539f\u751f\u7c7b\u578b\u6709\u6548\u5730\u8f6c\u6362\u4e3aNumpy\u652f\u6301\u7684\u7c7b\u578b\u53ef\u80fd\u4f1a\u6210\u4e3a\u6027\u80fd\u7684\u74f6\u9888\u3002<\/p>\n<\/p>\n

\u56db\u3001\u67d0\u4e9b\u7279\u5b9a\u7684\u6570\u7ec4\u64cd\u4f5c<\/h3>\n<\/p>\n

\u5c3d\u7ba1Numpy\u5bf9\u4e8e\u5927\u591a\u6570\u6570\u7ec4\u64cd\u4f5c\u90fd\u8fdb\u884c\u4e86\u9ad8\u5ea6\u4f18\u5316\uff0c\u4f46\u4f9d\u7136\u5b58\u5728\u4e00\u4e9b\u573a\u666f\uff0c\u5176\u4e2d\u539f\u751fPython\u7684\u67d0\u4e9b\u64cd\u4f5c\u53ef\u80fd\u6bd4Numpy\u66f4\u9ad8\u6548\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u67d0\u4e9b\u7c7b\u578b\u7684\u6570\u7ec4\u62fc\u63a5\u3001\u5143\u7d20\u7ea7\u522b\u7684\u6761\u4ef6\u5224\u65ad\u7b49\u64cd\u4f5c\uff0c\u5982\u679c\u4e0d\u6070\u5f53\u5730\u4f7f\u7528Numpy\uff0c\u53ef\u80fd\u4f1a\u5f15\u5165\u4e0d\u5fc5\u8981\u7684\u6027\u80fd\u5f00\u9500\u3002<\/p>\n<\/p>\n

\u8fd9\u7c7b\u6027\u80fd\u5dee\u5f02\u901a\u5e38\u6e90\u4e8eNumpy\u5185\u90e8\u7684\u5b9e\u73b0\u673a\u5236\u3002\u4f8b\u5982\uff0cNumpy\u5728\u6267\u884c\u6761\u4ef6\u5224\u65ad\u65f6\u4f1a\u4ea7\u751f\u4e34\u65f6\u6570\u7ec4\uff0c\u8fd9\u5728\u5143\u7d20\u6570\u91cf\u5de8\u5927\u65f6\u6548\u7387\u6781\u9ad8\uff0c\u4f46\u5728\u5904\u7406\u5c0f\u89c4\u6a21\u6570\u636e\u65f6\uff0c\u8fd9\u79cd\u4e34\u65f6\u6570\u7ec4\u7684\u521b\u5efa\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\u3002<\/p>\n<\/p>\n

\u7efc\u4e0a\u6240\u8ff0<\/strong>\uff0c\u867d\u7136Numpy\u5728\u8bb8\u591a\u65b9\u9762\u63d0\u4f9b\u4e86\u6bd4\u539f\u751fPython\u66f4\u5feb\u7684\u6267\u884c\u901f\u5ea6\uff0c\u7279\u522b\u662f\u5728\u5927\u6570\u636e\u96c6\u7684\u6570\u5b66\u8fd0\u7b97\u548c\u6570\u636e\u5206\u6790\u9886\u57df\uff0c\u4f46\u5728\u5185\u5b58\u7ba1\u7406\u3001\u5c0f\u6570\u636e\u96c6\u5904\u7406\u3001\u9891\u7e41\u7684\u6570\u636e\u7c7b\u578b\u8f6c\u6362\u4ee5\u53ca\u67d0\u4e9b\u7279\u5b9a\u64cd\u4f5c\u65b9\u9762\uff0c\u5b83\u7684\u6027\u80fd\u4f18\u52bf\u4e0d\u90a3\u4e48\u663e\u8457\uff0c\u751a\u81f3\u53ef\u80fd\u4e0d\u5982\u539f\u751fPython\u3002\u4e86\u89e3\u8fd9\u4e9b\u5dee\u5f02\u5bf9\u4e8e\u4f18\u5316\u4ee3\u7801\u6027\u80fd\u548c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u6765\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

\u4e3a\u4ec0\u4e48\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u539f\u59cbPython\u6bd4\u4f7f\u7528Numpy\u66f4\u5feb?<\/strong><\/p>\n

    \n
  • \n

    \u5faa\u73af\u6b21\u6570\u8f83\u5c11\u7684\u60c5\u51b5\u4e0b\uff0c\u539f\u59cbPython\u66f4\u5feb<\/strong>: \u5f53\u8981\u5904\u7406\u7684\u6570\u7ec4\u8f83\u5c0f\uff0c\u9700\u8981\u8fdb\u884c\u7684\u8ba1\u7b97\u8f83\u7b80\u5355\u65f6\uff0c\u4f7f\u7528\u539f\u59cbPython\u53ef\u80fd\u4f1a\u66f4\u5feb\u3002\u8fd9\u662f\u56e0\u4e3aNumpy\u5728\u6570\u7ec4\u64cd\u4f5c\u65f6\u9700\u8981\u8fdb\u884c\u989d\u5916\u7684\u5185\u5b58\u5206\u914d\u548c\u51fd\u6570\u8c03\u7528\uff0c\u800c\u539f\u59cbPython\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n<\/li>\n

  • \n

    \u4f7f\u7528\u975e\u5e38\u590d\u6742\u7684\u64cd\u4f5c\u65f6\uff0c\u539f\u59cbPython\u53ef\u80fd\u66f4\u9ad8\u6548<\/strong>: \u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u8fdb\u884c\u590d\u6742\u7684\u64cd\u4f5c\uff0c\u5982\u6839\u636e\u7279\u5b9a\u6761\u4ef6\u5207\u7247\u3001\u8fc7\u6ee4\u6216\u8f6c\u6362\u6570\u636e\u7b49\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u539f\u59cbPython\u53ef\u80fd\u66f4\u7075\u6d3b\u548c\u9ad8\u6548\uff0c\u56e0\u4e3a\u5b83\u5141\u8bb8\u76f4\u63a5\u8bbf\u95ee\u548c\u64cd\u4f5c\u6570\u7ec4\u7684\u6bcf\u4e2a\u5143\u7d20\u3002<\/p>\n<\/li>\n

  • \n

    \u8c03\u7528\u5916\u90e8\u5e93\u65f6\uff0c\u539f\u59cbPython\u901f\u5ea6\u66f4\u5feb<\/strong>: \u5f53\u4f60\u7684\u4ee3\u7801\u9700\u8981\u4e0e\u5176\u4ed6\u5e93\u8fdb\u884c\u4ea4\u4e92\uff0c\u800c\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u539f\u59cbPython\u7684\u7ed1\u5b9a\u63a5\u53e3\u65f6\uff0c\u76f4\u63a5\u4f7f\u7528\u539f\u59cbPython\u53ef\u80fd\u4f1a\u66f4\u5feb\u3002\u8fd9\u662f\u56e0\u4e3a\u5728\u5c06\u6570\u636e\u4eceNumpy\u6570\u7ec4\u4f20\u9012\u5230\u5176\u4ed6\u5e93\u7684\u63a5\u53e3\u65f6\uff0c\u5b58\u5728\u989d\u5916\u7684\u6570\u636e\u8f6c\u6362\u548c\u590d\u5236\u64cd\u4f5c\uff0c\u800c\u539f\u59cbPython\u53ef\u4ee5\u76f4\u63a5\u4f20\u9012\u539f\u59cb\u6570\u636e\u3002<\/p>\n<\/li>\n<\/ul>\n

    \u5982\u4f55\u9488\u5bf9\u8fd9\u4e9b\u60c5\u51b5\uff0c\u63d0\u9ad8Numpy\u7684\u901f\u5ea6?<\/strong><\/p>\n

      \n
    • \n

      \u4f7f\u7528\u5411\u91cf\u5316\u64cd\u4f5c<\/strong>: Numpy\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u652f\u6301\u5411\u91cf\u5316\u64cd\u4f5c\uff0c\u5373\u901a\u8fc7\u4e00\u6b21\u64cd\u4f5c\u5904\u7406\u6574\u4e2a\u6570\u7ec4\uff0c\u800c\u4e0d\u662f\u9010\u4e2a\u5143\u7d20\u8fdb\u884c\u8ba1\u7b97\u3002\u56e0\u6b64\uff0c\u5728\u4f7f\u7528Numpy\u65f6\uff0c\u5c3d\u91cf\u4f7f\u7528\u5411\u91cf\u5316\u64cd\u4f5c\uff0c\u907f\u514d\u4f7f\u7528\u663e\u5f0f\u5faa\u73af\u3002<\/p>\n<\/li>\n

    • \n

      \u5229\u7528Numpy\u7684\u5185\u7f6e\u51fd\u6570\u548c\u65b9\u6cd5<\/strong>: Numpy\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u5185\u7f6e\u51fd\u6570\u548c\u65b9\u6cd5\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u5e38\u89c1\u7684\u6570\u5b66\u548c\u6570\u7ec4\u64cd\u4f5c\u3002\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9b\u5185\u7f6e\u51fd\u6570\u548c\u65b9\u6cd5\uff0c\u53ef\u4ee5\u907f\u514d\u4f7f\u7528\u5faa\u73af\u548c\u590d\u6742\u7684\u64cd\u4f5c\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u7684\u6267\u884c\u901f\u5ea6\u3002<\/p>\n<\/li>\n

    • \n

      \u4f7f\u7528\u9002\u5f53\u7684\u6570\u636e\u7c7b\u578b<\/strong>: Numpy\u652f\u6301\u591a\u79cd\u6570\u636e\u7c7b\u578b\uff0c\u5982\u6574\u6570\u3001\u6d6e\u70b9\u6570\u3001\u590d\u6570\u7b49\u3002\u9009\u62e9\u6700\u9002\u5408\u4f60\u7684\u6570\u636e\u7684\u6570\u636e\u7c7b\u578b\uff0c\u53ef\u4ee5\u51cf\u5c11\u5185\u5b58\u5360\u7528\u548c\u63d0\u9ad8\u8ba1\u7b97\u901f\u5ea6\u3002\u5982\u679c\u53ef\u80fd\u7684\u8bdd\uff0c\u5c3d\u91cf\u4f7f\u7528NumPy\u7684\u57fa\u672c\u6570\u636e\u7c7b\u578b\uff0c\u800c\u4e0d\u662fPython\u7684\u5185\u7f6e\u7c7b\u578b\u3002<\/p>\n<\/li>\n<\/ul>\n

      \u5728\u54ea\u4e9b\u60c5\u51b5\u4e0b\u4f7f\u7528Numpy\u4f1a\u66f4\u5feb?<\/strong><\/p>\n

        \n
      • \n

        \u5927\u89c4\u6a21\u6570\u636e\u5904\u7406<\/strong>: \u5f53\u9700\u8981\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u65f6\uff0cNumpy\u53ef\u4ee5\u5229\u7528\u5176\u9ad8\u6548\u7684\u5185\u5b58\u7ba1\u7406\u548c\u5411\u91cf\u5316\u64cd\u4f5c\u6765\u63d0\u9ad8\u8ba1\u7b97\u901f\u5ea6\u3002\u901a\u8fc7\u4f7f\u7528Numpy\u7684\u6570\u7ec4\u64cd\u4f5c\uff0c\u53ef\u4ee5\u907f\u514d\u663e\u5f0f\u7684\u5faa\u73af\uff0c\u4ece\u800c\u663e\u8457\u63d0\u9ad8\u8fd0\u7b97\u901f\u5ea6\u3002<\/p>\n<\/li>\n

      • \n

        \u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790<\/strong>: Numpy\u5728\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u9886\u57df\u5e94\u7528\u5e7f\u6cdb\u3002\u5b83\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u7ebf\u6027\u4ee3\u6570\u3001\u5085\u91cc\u53f6\u53d8\u6362\u3001\u968f\u673a\u6570\u751f\u6210\u7b49\u529f\u80fd\uff0c\u5e76\u4e0e\u5176\u4ed6\u79d1\u5b66\u8ba1\u7b97\u5e93\uff08\u5982SciPy\uff09\u7d27\u5bc6\u96c6\u6210\u3002\u5728\u8fd9\u4e9b\u9886\u57df\uff0c\u4f7f\u7528Numpy\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad8\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/li>\n

      • \n

        \u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f<\/strong>: Numpy\u53ef\u4ee5\u4e0e\u5e76\u884c\u8ba1\u7b97\u548cGPU\u52a0\u901f\u5e93\uff08\u5982Numba\u548cCuPy\uff09\u7ed3\u5408\u4f7f\u7528\uff0c\u4ece\u800c\u8fdb\u4e00\u6b65\u63d0\u9ad8\u8ba1\u7b97\u901f\u5ea6\u3002\u901a\u8fc7\u5229\u7528CPU\u548cGPU\u7684\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\uff0c\u53ef\u4ee5\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u5b9e\u73b0\u6570\u5341\u5230\u6570\u767e\u500d\u7684\u52a0\u901f\u6548\u679c\u3002<\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"\u5728\u51e0\u4e2a\u7279\u5b9a\u7684\u65b9\u9762\uff0cNumpy\u7684\u901f\u5ea6\u53cd\u800c\u6bd4\u4e0d\u4e0a\u539f\u59cbPython\u3002\u8fd9\u4e3b\u8981\u5305\u62ec\uff1a\u5185\u5b58\u5f00\u9500\u5927\u7684\u64cd\u4f5c\u3001\u5c0f\u89c4\u6a21\u6570\u636e\u5904\u7406\u3001\u9891 […]","protected":false},"author":3,"featured_media":177724,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/177713"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=177713"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/177713\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/177724"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=177713"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=177713"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=177713"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}