{"id":977524,"date":"2024-12-27T06:30:19","date_gmt":"2024-12-26T22:30:19","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/977524.html"},"modified":"2024-12-27T06:30:21","modified_gmt":"2024-12-26T22:30:21","slug":"%e5%a6%82%e4%bd%95%e5%ad%a6python%e7%94%b5%e8%84%91%e9%85%8d%e7%bd%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/977524.html","title":{"rendered":"\u5982\u4f55\u5b66python\u7535\u8111\u914d\u7f6e"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24202804\/515e97c5-57c1-4b72-b705-3c7b7332fcfc.webp\" alt=\"\u5982\u4f55\u5b66python\u7535\u8111\u914d\u7f6e\" \/><\/p>\n<p><p> <strong>\u5b66\u4e60Python\u7684\u7535\u8111\u914d\u7f6e\u63a8\u8350\uff1a\u5904\u7406\u5668\u6027\u80fd\u3001\u5185\u5b58\u5bb9\u91cf\u3001\u5b58\u50a8\u7a7a\u95f4\u3001\u64cd\u4f5c\u7cfb\u7edf\u517c\u5bb9\u6027\u3001\u663e\u5361\u9700\u6c42\u3002<\/strong>\u5728\u8fd9\u4e9b\u56e0\u7d20\u4e2d\uff0c\u5904\u7406\u5668\u6027\u80fd\u5c24\u4e3a\u91cd\u8981\uff0c\u56e0\u4e3aPython\u7f16\u7a0b\u5c24\u5176\u662f\u5728\u8fdb\u884c\u6570\u636e\u79d1\u5b66\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u65f6\uff0c\u53ef\u80fd\u9700\u8981\u8fd0\u884c\u590d\u6742\u7684\u8ba1\u7b97\u3002\u9009\u62e9\u4e00\u6b3e\u591a\u6838\u5904\u7406\u5668\u53ef\u4ee5\u786e\u4fdd\u7a0b\u5e8f\u8fd0\u884c\u6d41\u7545\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u5982\u4f55\u4e3a\u5b66\u4e60Python\u9009\u62e9\u5408\u9002\u7684\u7535\u8111\u914d\u7f6e\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5904\u7406\u5668\u6027\u80fd<\/p>\n<\/p>\n<p><p>\u9009\u62e9\u5408\u9002\u7684\u5904\u7406\u5668\u5bf9\u5b66\u4e60Python\u81f3\u5173\u91cd\u8981\u3002Python\u662f\u4e00\u79cd\u9ad8\u5c42\u6b21\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5904\u7406\u5668\u7684\u6027\u80fd\u4f1a\u76f4\u63a5\u5f71\u54cd\u4ee3\u7801\u7684\u6267\u884c\u901f\u5ea6\u3002\u591a\u6838\u5904\u7406\u5668\uff0c\u5982Intel i5\u6216AMD Ryzen 5\uff0c\u901a\u5e38\u8db3\u4ee5\u5e94\u5bf9\u5927\u591a\u6570Python\u7f16\u7a0b\u4efb\u52a1\u3002\u5982\u679c\u8ba1\u5212\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u6216\u5176\u4ed6\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u5efa\u8bae\u9009\u62e9\u66f4\u9ad8\u7aef\u7684\u5904\u7406\u5668\u5982Intel i7\u6216i9\uff0c\u6216AMD Ryzen 7\u62169\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u591a\u6838\u5904\u7406\u5668\u7684\u4f18\u52bf<\/strong><br \/>Python\u7684\u67d0\u4e9b\u4efb\u52a1\uff0c\u6bd4\u5982\u5e76\u884c\u8ba1\u7b97\u548c\u6570\u636e\u5904\u7406\uff0c\u53ef\u4ee5\u901a\u8fc7\u591a\u7ebf\u7a0b\u5b9e\u73b0\uff0c\u4f7f\u7528\u591a\u6838\u5904\u7406\u5668\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u6548\u7387\u3002\u7279\u522b\u662f\u5728\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u5206\u6790\u4e2d\uff0cPython\u5e93\uff08\u5982NumPy\u3001Pandas\u3001TensorFlow\uff09\u53ef\u4ee5\u5229\u7528\u591a\u6838\u6765\u52a0\u901f\u8fd0\u7b97\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u9009\u62e9\u5408\u9002\u7684\u54c1\u724c\u548c\u578b\u53f7<\/strong><br \/>\u5bf9\u4e8e\u4e00\u822c\u7684\u5b66\u4e60\u548c\u5f00\u53d1\u4efb\u52a1\uff0cIntel\u548cAMD\u7684\u4e2d\u7aef\u5904\u7406\u5668\u8db3\u591f\u80dc\u4efb\u3002Intel\u7684\u9177\u777fi5\u7cfb\u5217\u548cAMD\u7684Ryzen 5\u7cfb\u5217\u662f\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5982\u679c\u9884\u7b97\u5141\u8bb8\uff0c\u9009\u62e9\u66f4\u9ad8\u7aef\u7684i7\u3001i9\u6216Ryzen 7\u30019\u7cfb\u5217\u53ef\u4ee5\u4e3a\u672a\u6765\u7684\u5b66\u4e60\u548c\u5f00\u53d1\u63d0\u4f9b\u66f4\u5927\u7684\u7a7a\u95f4\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e8c\u3001\u5185\u5b58\u5bb9\u91cf<\/p>\n<\/p>\n<p><p>\u5185\u5b58\uff08RAM\uff09\u662f\u8ba1\u7b97\u673a\u5728\u8fd0\u884c\u7a0b\u5e8f\u65f6\u5b58\u50a8\u4e34\u65f6\u6570\u636e\u7684\u4f4d\u7f6e\u3002\u5728\u5b66\u4e60Python\u65f6\uff0c\u5185\u5b58\u7684\u5927\u5c0f\u76f4\u63a5\u5f71\u54cd\u7a0b\u5e8f\u7684\u8fd0\u884c\u6548\u7387\u548c\u591a\u4efb\u52a1\u5904\u7406\u80fd\u529b\u3002\u5bf9\u4e8ePython\u7f16\u7a0b\uff0c\u5efa\u8bae\u81f3\u5c11\u62e5\u67098GB\u7684\u5185\u5b58\uff0c16GB\u6216\u66f4\u9ad8\u5219\u66f4\u4e3a\u7406\u60f3\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u5185\u5b58\u5927\u5c0f\u7684\u5f71\u54cd<\/strong><br \/>\u8db3\u591f\u7684\u5185\u5b58\u53ef\u4ee5\u786e\u4fdd\u5728\u8fd0\u884c\u5927\u578b\u6570\u636e\u96c6\u6216\u591a\u4e2a\u7a0b\u5e8f\u65f6\u4e0d\u4f1a\u51fa\u73b0\u5361\u987f\u6216\u5d29\u6e83\u7684\u73b0\u8c61\u3002\u5c24\u5176\u662f\u5728\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0c\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u9700\u8981\u5927\u91cf\u7684\u5185\u5b58\u652f\u6301\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5185\u5b58\u7684\u53ef\u6269\u5c55\u6027<\/strong><br \/>\u9009\u62e9\u4e00\u53f0\u53ef\u4ee5\u5347\u7ea7\u5185\u5b58\u7684\u7535\u8111\u662f\u660e\u667a\u7684\uff0c\u8fd9\u6837\u53ef\u4ee5\u6839\u636e\u9700\u8981\u589e\u52a0\u5185\u5b58\u5bb9\u91cf\u3002\u8bb8\u591a\u7b14\u8bb0\u672c\u548c\u53f0\u5f0f\u673a\u5141\u8bb8\u7528\u6237\u81ea\u884c\u6269\u5c55\u5185\u5b58\uff0c\u8fd9\u4e3a\u672a\u6765\u7684\u6027\u80fd\u63d0\u5347\u63d0\u4f9b\u4e86\u7075\u6d3b\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e09\u3001\u5b58\u50a8\u7a7a\u95f4<\/p>\n<\/p>\n<p><p>Python\u5f00\u53d1\u73af\u5883\u548c\u9879\u76ee\u901a\u5e38\u9700\u8981\u5360\u7528\u4e00\u5b9a\u7684\u5b58\u50a8\u7a7a\u95f4\u3002\u9009\u62e9\u5408\u9002\u7684\u5b58\u50a8\u65b9\u6848\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u52a0\u8f7d\u901f\u5ea6\u548c\u6570\u636e\u8bfb\u5199\u6548\u7387\u3002\u56fa\u6001\u786c\u76d8\uff08SSD\uff09\u662f\u76ee\u524d\u7684\u4e3b\u6d41\u9009\u62e9\uff0c\u56e0\u4e3a\u5176\u901f\u5ea6\u6bd4\u4f20\u7edf\u7684\u673a\u68b0\u786c\u76d8\uff08HDD\uff09\u5feb\u5f97\u591a\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>SSD\u4e0eHDD\u7684\u533a\u522b<\/strong><br 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\/>\u5bf9\u4e8e\u5927\u591a\u6570\u666e\u901a\u7684Python\u7f16\u7a0b\u4efb\u52a1\uff0c\u96c6\u6210\u663e\u5361\u8db3\u591f\u5e94\u4ed8\u3002\u7136\u800c\uff0c\u5982\u679c\u8ba1\u5212\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u6216\u9700\u8981\u4f7f\u7528GPU\u52a0\u901f\u7684\u5e93\uff08\u5982TensorFlow\u3001PyTorch\uff09\uff0c\u5219\u9700\u8981\u9009\u62e9\u4e00\u6b3e\u72ec\u7acb\u663e\u5361\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u663e\u5361\u578b\u53f7\u9009\u62e9<\/strong><br \/>NVIDIA\u7684GeForce\u7cfb\u5217\u663e\u5361\u5728\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u7279\u522b\u662f\u652f\u6301CUDA\u52a0\u901f\u7684\u578b\u53f7\uff0c\u5982GeForce RTX 2060\u53ca\u4ee5\u4e0a\uff0c\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u516d\u3001\u5176\u4ed6\u786c\u4ef6\u56e0\u7d20<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u4e0a\u8ff0\u4e3b\u8981\u56e0\u7d20\uff0c\u5176\u4ed6\u786c\u4ef6\u914d\u7f6e\u5982\u663e\u793a\u5668\u3001\u952e\u76d8\u3001\u9f20\u6807\u7b49\u4e5f\u4f1a\u5f71\u54cdPython\u5b66\u4e60\u7684\u4f53\u9a8c\u3002\u9009\u62e9\u5408\u9002\u7684\u5916\u8bbe\u53ef\u4ee5\u63d0\u9ad8\u7f16\u7801\u6548\u7387\u548c\u8212\u9002\u5ea6\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u663e\u793a\u5668<\/strong><br 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