{"id":154953,"date":"2024-05-08T11:43:46","date_gmt":"2024-05-08T03:43:46","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/154953.html"},"modified":"2024-05-08T11:43:50","modified_gmt":"2024-05-08T03:43:50","slug":"%e7%94%a8python%e8%af%ad%e8%a8%80%e5%bc%80%e5%8f%91%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%ef%bc%8c%e5%a6%82%e4%bd%95%e5%9c%a8%e7%a1%ac%e4%bb%b6%e4%b8%8a%e9%83%a8%e7%bd%b2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/154953.html","title":{"rendered":"\u7528python\u8bed\u8a00\u5f00\u53d1\u6df1\u5ea6\u5b66\u4e60\uff0c\u5982\u4f55\u5728\u786c\u4ef6\u4e0a\u90e8\u7f72"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26213336\/a9bc657f-a01f-4d4a-9582-23388c4406e5.webp\" alt=\"\u7528python\u8bed\u8a00\u5f00\u53d1\u6df1\u5ea6\u5b66\u4e60\uff0c\u5982\u4f55\u5728\u786c\u4ef6\u4e0a\u90e8\u7f72\" \/><\/p>\n<p><p>\u7528Python\u8bed\u8a00\u5f00\u53d1\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u6709\u6548\u3001\u5feb\u901f\u5730\u89e3\u51b3\u590d\u6742\u95ee\u9898\uff0c\u4f46\u5173\u952e\u7684\u4e00\u6b65\u662f\u5c06\u8fd9\u4e9b\u6a21\u578b\u90e8\u7f72\u5230\u786c\u4ef6\u4e0a\uff0c\u4ee5\u4fbf\u5728\u5b9e\u9645\u73af\u5883\u4e2d\u5e94\u7528\u3002<strong>\u90e8\u7f72\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5230\u786c\u4ef6\u4e0a\u6d89\u53ca\u9009\u62e9\u5408\u9002\u7684\u786c\u4ef6\u3001\u6a21\u578b\u4f18\u5316\u3001\u8f6c\u6362\u6a21\u578b\u5230\u7279\u5b9a\u786c\u4ef6\u652f\u6301\u7684\u683c\u5f0f\u3001\u6a21\u578b\u52a0\u8f7d\u53ca\u8fd0\u884c\u3002<\/strong> \u5176\u4e2d\uff0c\u6a21\u578b\u4f18\u5316\u5c24\u4e3a\u91cd\u8981\u3002\u8fd9\u4e2a\u6b65\u9aa4\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u6a21\u578b\u7684\u5927\u5c0f\u3001\u63d0\u9ad8\u6267\u884c\u6548\u7387\uff0c\u540c\u65f6\u964d\u4f4e\u786c\u4ef6\u7684\u80fd\u8017\u3002\u4f18\u5316\u5305\u62ec\u91cf\u5316\u538b\u7f29\u3001\u526a\u679d\u3001\u77e5\u8bc6\u84b8\u998f\u7b49\u65b9\u6cd5\uff0c\u53ef\u6709\u6548\u5c06\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u8c03\u6574\u4e3a\u9002\u5408\u5728\u4f4e\u529f\u8017\u6216\u8005\u8d44\u6e90\u6709\u9650\u7684\u8bbe\u5907\u4e0a\u8fd0\u884c\u7684\u5f62\u6001\u3002<\/p>\n<\/p>\n<p><p>\u4ee5\u4e0b\u6b63\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u4e0a\u8ff0\u6838\u5fc3\u73af\u8282\u7684\u5b9e\u73b0\u7b56\u7565\u548c\u6280\u5de7\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u9009\u62e9\u5408\u9002\u7684\u786c\u4ef6<\/h3>\n<\/p>\n<p><p>\u9009\u62e9\u5408\u9002\u7684\u786c\u4ef6\u662f\u786e\u4fdd\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u80fd\u591f\u987a\u5229\u90e8\u7f72\u5e76\u9ad8\u6548\u8fd0\u884c\u7684\u57fa\u7840\u3002<strong>\u6839\u636e\u5e94\u7528\u573a\u666f\u7684\u4e0d\u540c\uff0c\u786c\u4ef6\u7684\u9009\u62e9\u5c06\u5927\u6709\u5dee\u5f02<\/strong>\u3002\u4f8b\u5982\uff0c\u5728\u9700\u8981\u5b9e\u65f6\u5904\u7406\u89c6\u9891\u6d41\u7684\u5e94\u7528\u4e2d\uff0c\u53ef\u80fd\u4f1a\u8003\u8651\u4f7f\u7528\u6709GPU\u52a0\u901f\u7684\u786c\u4ef6\uff1b\u800c\u5bf9\u4e8e\u79fb\u52a8\u6216\u5d4c\u5165\u5f0f\u8bbe\u5907\uff0c\u5219\u66f4\u591a\u8003\u8651\u529f\u8017\u548c\u7269\u7406\u5c3a\u5bf8\uff0c\u5982\u4f7f\u7528ARM CPU\u6216\u7279\u5b9a\u7684\u6df1\u5ea6\u5b66\u4e60\u52a0\u901f\u5668\u82af\u7247\u3002<\/p>\n<\/p>\n<p><p>\u7b2c\u4e00\u4e2a\u91cd\u8981\u7684\u8003\u8651\u56e0\u7d20\u662f<strong>\u8ba1\u7b97\u80fd\u529b<\/strong>\u3002\u4e0d\u540c\u7684\u786c\u4ef6\u5e73\u53f0\uff0c\u5982CPU\u3001GPU\u3001FPGA\u3001ASIC\uff08\u5305\u62ecTPU\u7b49\u4e13\u7528<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>\u82af\u7247\uff09\u5404\u6709\u6240\u957f\uff0c\u6839\u636e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u590d\u6742\u5ea6\u548c\u9700\u8981\u5904\u7406\u7684\u6570\u636e\u91cf\u6765\u9009\u62e9\u662f\u5f88\u5173\u952e\u7684\u3002GPU\u7531\u4e8e\u5176\u9ad8\u5ea6\u5e76\u884c\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u5c24\u5176\u9002\u5408\u4e8e\u9700\u8981\u5927\u91cf\u77e9\u9635\u8fd0\u7b97\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u6a21\u578b\u4f18\u5316<\/h3>\n<\/p>\n<p><p>\u5c06\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4ece\u5f00\u53d1\u9636\u6bb5\u8f6c\u6362\u5230\u90e8\u7f72\u9636\u6bb5\u65f6\uff0c\u6a21\u578b\u4f18\u5316\u662f\u4e0d\u53ef\u907f\u514d\u7684\u6b65\u9aa4\u3002<strong>\u6a21\u578b\u4f18\u5316\u4e0d\u4ec5\u80fd\u7f29\u51cf\u6a21\u578b\u5927\u5c0f\uff0c\u8fd8\u80fd\u63d0\u9ad8\u6a21\u578b\u5728\u7279\u5b9a\u786c\u4ef6\u4e0a\u7684\u8fd0\u884c\u6548\u7387<\/strong>\u3002<\/p>\n<\/p>\n<p><p>\u9996\u5148\uff0c<strong>\u91cf\u5316<\/strong>\u662f\u4e00\u79cd\u6709\u6548\u7684\u4f18\u5316\u7b56\u7565\uff0c\u5b83\u5c06\u6a21\u578b\u4e2d\u7684\u6d6e\u70b9\u6570\u53c2\u6570\u8f6c\u6362\u4e3a\u4f4e\u7cbe\u5ea6\uff08\u59828\u4f4d\uff09\u6574\u6570\uff0c\u8fd9\u6837\u4e0d\u4ec5\u53ef\u4ee5\u5927\u5e45\u5ea6\u51cf\u5c11\u6a21\u578b\u5927\u5c0f\uff0c\u8fd8\u53ef\u4ee5\u52a0\u901f\u6a21\u578b\u7684\u63a8\u7406\u901f\u5ea6\uff0c\u7279\u522b\u662f\u5728\u4e0d\u652f\u6301\u6d6e\u70b9\u8fd0\u7b97\u4f18\u5316\u7684\u786c\u4ef6\u4e0a\u3002\u63a5\u7740\uff0c<strong>\u6a21\u578b\u526a\u679d<\/strong>\u901a\u8fc7\u53bb\u9664\u6a21\u578b\u4e2d\u4e0d\u91cd\u8981\u7684\u8fde\u63a5\u6216\u795e\u7ecf\u5143\uff0c\u51cf\u5c11\u6a21\u578b\u7684\u590d\u6742\u6027\uff0c\u540c\u65f6\u4fdd\u6301\u6a21\u578b\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u8f6c\u6362\u6a21\u578b\u5230\u7279\u5b9a\u786c\u4ef6\u652f\u6301\u7684\u683c\u5f0f<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8e\u4e0d\u540c\u7684\u786c\u4ef6\u5e73\u53f0\uff0c\u6a21\u578b\u53ef\u80fd\u9700\u8981\u8f6c\u6362\u6210\u7279\u5b9a\u7684\u683c\u5f0f\u624d\u80fd\u9ad8\u6548\u8fd0\u884c\u3002<strong>\u6a21\u578b\u8f6c\u6362\u6d89\u53ca\u5c06\u901a\u7528\u7684\u6a21\u578b\u683c\u5f0f\u8f6c\u6362\u4e3a\u9002\u5408\u7279\u5b9a\u7840\u67b6\u6784\u7279\u6027\u7684\u683c\u5f0f<\/strong>\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u79cd\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u4e13\u95e8\u7684\u8f6c\u6362\u5de5\u5177\uff0c\u5982TensorFlow Lite\uff08\u9488\u5bf9\u79fb\u52a8\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\uff09\u6216ONNX\uff08\u5f00\u653e\u5f0f\u795e\u7ecf\u7f51\u7edc\u4ea4\u6362\u683c\u5f0f\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e73\u53f0\uff09\u3002\u8fd9\u4e9b\u5de5\u5177\u4e0d\u4ec5\u652f\u6301\u6a21\u578b\u683c\u5f0f\u7684\u8f6c\u6362\uff0c\u8fd8\u63d0\u4f9b\u4e86\u8fdb\u4e00\u6b65\u7684\u4f18\u5316\u9009\u9879\uff0c\u5982\u91cf\u5316\u3001\u526a\u679d\u7b49\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u6a21\u578b\u52a0\u8f7d\u53ca\u8fd0\u884c<\/h3>\n<\/p>\n<p><p>\u5728\u5b8c\u6210\u4e86\u6a21\u578b\u7684\u4f18\u5316\u548c\u683c\u5f0f\u8f6c\u6362\u540e\uff0c\u63a5\u4e0b\u6765\u662f\u5c06\u6a21\u578b\u52a0\u8f7d\u5230\u76ee\u6807\u786c\u4ef6\u5e76\u6267\u884c\u3002<strong>\u8fd9\u4e00\u9636\u6bb5\u9700\u8981\u786e\u4fdd\u6240\u9009\u7840\u67b6\u6784\u4e0a\u6709\u5408\u9002\u7684\u8fd0\u884c\u65f6\u73af\u5883\u6216\u5e93<\/strong>\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u5728GPU\u4e0a\u90e8\u7f72\u65f6\uff0c\u9700\u8981\u786e\u4fdd\u6709CUDA\u6216\u5176\u4ed6GPU\u52a0\u901f\u5e93\uff1b\u5728TPU\u6216\u7279\u6b8aAI\u52a0\u901f\u5668\u4e0a\uff0c\u901a\u5e38\u9700\u8981\u4f7f\u7528\u786c\u4ef6\u4f9b\u5e94\u5546\u63d0\u4f9b\u7684\u4e13\u7528SDK\u6216API\u3002\u52a0\u8f7d\u6a21\u578b\u540e\uff0c\u8fd8\u9700\u8981\u6309\u7167\u786c\u4ef6\u7684\u7279\u70b9\u8c03\u6574\u8f93\u5165\u6570\u636e\u7684\u683c\u5f0f\uff0c\u786e\u4fdd\u6570\u636e\u9ad8\u6548\u5904\u7406\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u8c03\u4f18\u548c\u6d4b\u8bd5<\/h3>\n<\/p>\n<p><p>\u6700\u540e\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5728\u786c\u4ef6\u4e0a\u7684\u90e8\u7f72\u5e76\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u4efb\u52a1\uff0c\u800c\u662f\u4e00\u4e2a\u6301\u7eed\u7684\u8fc7\u7a0b\u3002<strong>\u901a\u8fc7\u4e0d\u65ad\u5730\u8c03\u4f18\u548c\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\u548c\u6548\u7387<\/strong>\u3002<\/p>\n<\/p>\n<p><p>\u8fd9\u4e2a\u8fc7\u7a0b\u5305\u62ec\u76d1\u63a7\u6a21\u578b\u7684\u8fd0\u884c\u60c5\u51b5\u3001\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u3001\u8c03\u6574\u6a21\u578b\u6216\u786c\u4ef6\u914d\u7f6e\u7b49\u3002\u9664\u4e86\u63d0\u5347\u8fd0\u884c\u6548\u7387\uff0c\u8c03\u4f18\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u5b9e\u73b0\u4f4e\u80fd\u8017\u8fd0\u884c\uff0c\u8fd9\u5bf9\u4e8e\u79fb\u52a8\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u5c06Python\u5f00\u53d1\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u90e8\u7f72\u5230\u786c\u4ef6\u4e0a\u662f\u4e00\u4e2a\u590d\u6742\u4f46\u53ef\u884c\u7684\u8fc7\u7a0b\u3002\u901a\u8fc7\u5408\u7406\u9009\u62e9\u786c\u4ef6\u3001\u4f18\u5316\u6a21\u578b\u3001\u4f7f\u7528\u6b63\u786e\u7684\u8f6c\u6362\u548c\u52a0\u8f7d\u6280\u672f\uff0c\u4ee5\u53ca\u6301\u7eed\u7684\u8c03\u4f18\u548c\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u6548\u3001\u5b9e\u7528\u7684\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. \u5982\u4f55\u5728\u786c\u4ef6\u4e0a\u90e8\u7f72\u4f7f\u7528Python\u5f00\u53d1\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff1f<\/strong><\/p>\n<p>\u8981\u5728\u786c\u4ef6\u4e0a\u90e8\u7f72\u4f7f\u7528Python\u5f00\u53d1\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u60a8\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u9996\u5148\uff0c\u786e\u4fdd\u60a8\u5df2\u7ecf\u5b89\u88c5\u4e86\u9002\u5f53\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u4f8b\u5982TensorFlow\u3001PyTorch\u6216Keras\u3002\u8fd9\u4e9b\u6846\u67b6\u63d0\u4f9b\u4e86\u6784\u5efa\u548c\u8bad\u7ec3\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6240\u9700\u7684\u5de5\u5177\u548c\u51fd\u6570\u3002<\/li>\n<li>\u5176\u6b21\uff0c\u9009\u62e9\u5408\u9002\u7684\u786c\u4ef6\u5e73\u53f0\u3002\u5e38\u89c1\u7684\u9009\u9879\u5305\u62ecCPU\u3001GPU\u548c\u4e13\u7528\u7684\u52a0\u901f\u5668\uff0c\u5982TPU\u3002\u6839\u636e\u60a8\u7684\u9700\u6c42\u548c\u53ef\u7528\u8d44\u6e90\uff0c\u9009\u62e9\u6700\u9002\u5408\u60a8\u7684\u786c\u4ef6\u3002<\/li>\n<li>\u63a5\u4e0b\u6765\uff0c\u4f18\u5316\u548c\u51c6\u5907\u60a8\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4ee5\u5728\u76ee\u6807\u786c\u4ef6\u4e0a\u8fd0\u884c\u3002\u8fd9\u53ef\u80fd\u5305\u62ec\u5bf9\u6a21\u578b\u8fdb\u884c\u526a\u679d\u3001\u91cf\u5316\u6216\u5176\u4ed6\u4f18\u5316\u6280\u672f\uff0c\u4ee5\u51cf\u5c11\u6a21\u578b\u7684\u5927\u5c0f\u548c\u8ba1\u7b97\u9700\u6c42\u3002<\/li>\n<li>\u4f7f\u7528\u9002\u5f53\u7684\u5de5\u5177\u548c\u5e93\uff0c\u5c06\u60a8\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u90e8\u7f72\u5230\u786c\u4ef6\u4e0a\u3002\u5bf9\u4e8e\u4e00\u4e9b\u786c\u4ef6\u5e73\u53f0\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e13\u95e8\u7684\u5e93\u548cAPI\uff0c\u5982TensorFlow Serving\u6216NVIDIA TensorRT\uff0c\u6765\u4f18\u5316\u548c\u52a0\u901f\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<li>\u6700\u540e\uff0c\u6d4b\u8bd5\u548c\u6027\u80fd\u8c03\u4f18\u3002\u786e\u4fdd\u60a8\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5728\u786c\u4ef6\u4e0a\u7684\u63a8\u7406\u901f\u5ea6\u548c\u51c6\u786e\u6027\u7b26\u5408\u60a8\u7684\u671f\u671b\u3002\u60a8\u53ef\u80fd\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u8c03\u8bd5\u548c\u53c2\u6570\u8c03\u6574\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u7684\u6027\u80fd\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p><strong>2. \u6709\u54ea\u4e9b\u786c\u4ef6\u9009\u9879\u53ef\u7528\u4e8e\u90e8\u7f72\u4f7f\u7528Python\u5f00\u53d1\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff1f<\/strong><\/p>\n<p>\u90e8\u7f72\u4f7f\u7528Python\u5f00\u53d1\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u65f6\uff0c\u60a8\u53ef\u4ee5\u9009\u62e9\u4ee5\u4e0b\u786c\u4ef6\u9009\u9879\u4e4b\u4e00\uff1a<\/p>\n<ul>\n<li>\u4e2d\u592e\u5904\u7406\u5668\uff08CPU\uff09\uff1a\u8fd9\u662f\u6700\u57fa\u672c\u7684\u786c\u4ef6\u9009\u62e9\uff0c\u51e0\u4e4e\u6240\u6709\u7535\u8111\u90fd\u914d\u5907\u4e86CPU\u3002CPU\u5728\u5904\u7406\u901a\u7528\u8ba1\u7b97\u4efb\u52a1\u65f6\u5177\u6709\u826f\u597d\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6765\u8bf4\uff0c\u53ef\u80fd\u901f\u5ea6\u8f83\u6162\u3002<\/li>\n<li>\u56fe\u5f62\u5904\u7406\u5668\uff08GPU\uff09\uff1aGPU\u5177\u6709\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u80fd\u591f\u52a0\u901f\u8ba1\u7b97\u3002\u56e0\u6b64\uff0c\u4f7f\u7528GPU\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u901a\u5e38\u6bd4\u4f7f\u7528CPU\u66f4\u5feb\u3002<\/li>\n<li>\u5f20\u91cf\u5904\u7406\u5668\uff08TPU\uff09\uff1aTPU\u662f\u8c37\u6b4c\u5f00\u53d1\u7684\u4e13\u7528\u786c\u4ef6\u52a0\u901f\u5668\uff0c\u4e13\u95e8\u4e3a\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u800c\u8bbe\u8ba1\u3002TPU\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u53ef\u4ee5\u63d0\u4f9b\u6bd4GPU\u66f4\u9ad8\u7684\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u5177\u6709\u5927\u89c4\u6a21\u5e76\u884c\u6027\u7684\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u3002<\/li>\n<li>\u4e13\u7528\u786c\u4ef6\u52a0\u901f\u5668\uff1a\u9664\u4e86GPU\u548cTPU\u4e4b\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u4e13\u7528\u786c\u4ef6\u52a0\u901f\u5668\u53ef\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u90e8\u7f72\uff0c\u4f8b\u5982FPGA\uff08\u73b0\u573a\u53ef\u7f16\u7a0b\u95e8\u9635\u5217\uff09\u548cASIC\uff08\u4e13\u7528\u96c6\u6210\u7535\u8def\uff09\u3002\u8fd9\u4e9b\u786c\u4ef6\u52a0\u901f\u5668\u53ef\u4ee5\u63d0\u4f9b\u66f4\u9ad8\u7684\u6027\u80fd\u548c\u6548\u7387\u3002<\/li>\n<\/ul>\n<p><strong>3. \u5982\u4f55\u4f18\u5316\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4ee5\u5728\u786c\u4ef6\u4e0a\u5b9e\u73b0\u66f4\u597d\u7684\u6027\u80fd\uff1f<\/strong><\/p>\n<p>\u8981\u4f18\u5316\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4ee5\u5728\u786c\u4ef6\u4e0a\u5b9e\u73b0\u66f4\u597d\u7684\u6027\u80fd\uff0c\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u7b56\u7565\uff1a<\/p>\n<ul>\n<li>\u6a21\u578b\u526a\u679d\uff1a\u901a\u8fc7\u5220\u9664\u5197\u4f59\u7684\u6743\u91cd\u6216\u795e\u7ecf\u5143\uff0c\u51cf\u5c0f\u6a21\u578b\u7684\u5927\u5c0f\u548c\u8ba1\u7b97\u9700\u6c42\uff0c\u4ece\u800c\u52a0\u901f\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<li>\u6a21\u578b\u91cf\u5316\uff1a\u964d\u4f4e\u6a21\u578b\u7684\u7cbe\u5ea6\uff0c\u4f8b\u5982\u5c06\u6d6e\u70b9\u6570\u6743\u91cd\u8f6c\u6362\u4e3a\u5b9a\u70b9\u6570\uff0c\u4ee5\u51cf\u5c11\u8ba1\u7b97\u91cf\uff0c\u63d0\u9ad8\u63a8\u7406\u901f\u5ea6\u3002<\/li>\n<li>\u5c42\u878d\u5408\uff1a\u5c06\u5177\u6709\u76f8\u4f3c\u529f\u80fd\u7684\u5c42\u7ec4\u5408\u6210\u4e00\u4e2a\u66f4\u5927\u7684\u5c42\uff0c\u4ee5\u51cf\u5c11\u6a21\u578b\u4e2d\u7684\u8ba1\u7b97\u64cd\u4f5c\uff0c\u5e76\u52a0\u901f\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<li>\u786c\u4ef6\u7279\u5b9a\u4f18\u5316\uff1a\u4f7f\u7528\u786c\u4ef6\u7279\u5b9a\u7684\u4f18\u5316\u5de5\u5177\u548c\u5e93\uff0c\u4f8b\u5982TensorFlow Serving\u6216NVIDIA TensorRT\uff0c\u4ee5\u6700\u5927\u7a0b\u5ea6\u5730\u5229\u7528\u786c\u4ef6\u7684\u6027\u80fd\u4f18\u52bf\u3002<\/li>\n<li>\u6570\u636e\u9884\u5904\u7406\u548c\u589e\u5f3a\uff1a\u5bf9\u8f93\u5165\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406\u548c\u589e\u5f3a\uff0c\u4ee5\u51cf\u5c11\u6a21\u578b\u7684\u8ba1\u7b97\u9700\u6c42\uff0c\u5e76\u63d0\u9ad8\u63a8\u7406\u901f\u5ea6\u3002<\/li>\n<li>\u5206\u5e03\u5f0f\u63a8\u7406\uff1a\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u591a\u4e2a\u786c\u4ef6\u8bbe\u5907\u4e0a\uff0c\u5e76\u901a\u8fc7\u5e76\u884c\u8ba1\u7b97\u52a0\u901f\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5e94\u7528\u4ee5\u4e0a\u4f18\u5316\u7b56\u7565\uff0c\u60a8\u53ef\u4ee5\u5728\u786c\u4ef6\u4e0a\u5b9e\u73b0\u66f4\u597d\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6027\u80fd\uff0c\u63d0\u9ad8\u63a8\u7406\u901f\u5ea6\u548c\u6548\u7387\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u7528Python\u8bed\u8a00\u5f00\u53d1\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u6709\u6548\u3001\u5feb\u901f\u5730\u89e3\u51b3\u590d\u6742\u95ee\u9898\uff0c\u4f46\u5173\u952e\u7684\u4e00\u6b65\u662f\u5c06\u8fd9\u4e9b\u6a21\u578b\u90e8\u7f72\u5230\u786c\u4ef6\u4e0a\uff0c\u4ee5\u4fbf\u5728\u5b9e [&hellip;]","protected":false},"author":3,"featured_media":154958,"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\/154953"}],"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=154953"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/154953\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/154958"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=154953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=154953"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=154953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}