{"id":6194,"date":"2023-05-08T13:52:18","date_gmt":"2023-05-08T05:52:18","guid":{"rendered":"https:\/\/www.juejinka.com\/?p=6194"},"modified":"2023-05-08T13:52:21","modified_gmt":"2023-05-08T05:52:21","slug":"ai%e5%bc%80%e5%8f%91%e6%96%b0%e8%af%ad%e8%a8%80mojo%e9%80%9f%e5%ba%a6%e5%8f%af%e6%af%94python%e5%bf%ab35%ef%bc%8c000%e5%80%8d","status":"publish","type":"post","link":"https:\/\/www.juejinka.com\/y\/6194.html","title":{"rendered":"AI\u5f00\u53d1\u65b0\u8bed\u8a00Mojo\u901f\u5ea6\u53ef\u6bd4Python\u5feb35\uff0c000\u500d"},"content":{"rendered":"\n<p>\u65b0\u521b\u516c\u53f8Modular AI\u53d1\u5e03\u65b0\u7a0b\u5f0f\u8bed\u8a00Mojo\uff0c\u5b98\u65b9\u63d0\u5230\uff0c\u8be5\u8bed\u8a00\u540c\u65f6\u62e5\u6709Python\u7684\u53ef\u7528\u6027\uff0c\u4ee5\u53caC\u8bed\u8a00\u7684\u6548\u80fd\u3002 \u7531\u4e8eMojo\u80fd\u591f\u76f4\u63a5\u8bbf\u95ee\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u786c\u4ef6\uff0c\u56e0\u6b64\u8fd0\u7b97\u6548\u80fd\u5927\u5e45\u8d85\u8d8aPython\uff0c\u5728\u6267\u884c\u7279\u5b9a\u7684\u7b97\u6cd5\uff0cMojo\u751a\u81f3\u80fd\u591f\u6bd4Python\u5feb35\uff0c000\u500d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"960\" height=\"420\" src=\"https:\/\/www.juejinka.com\/news\/wp-content\/uploads\/2023\/05\/2023050805521842.png\" alt=\"\" class=\"wp-image-6200\"\/><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u975e\u8425\u5229\u7814\u7a76\u7ec4\u7ec7 Fast.ai \u521b\u529e\u4eba\uff0c\u540c\u65f6\u4e5f\u662fModular AI\u987e\u95ee\u7684Jeremy Howard\u89e3\u91ca\uff0c\u5f53Mojo\u6700\u7ec8\u5b8c\u6210\u65f6\uff0c\u5c06\u76f8\u5f53\u4e8ePython\u7684\u4e25\u683c\u8d85\u96c6\uff0c\u4ed6\u8ba4\u4e3a\uff0cMojo\u53ef\u80fd\u662f\u8fd1\u5341\u5e74\u6700\u5927\u7684\u7a0b\u5f0f\u8bed\u8a00\u8fdb\u6b65\u3002<\/p>\n\n\n\n<p>Swift\u8bed\u8a00\u521b\u59cb\u4ebaChris Lattner\u81ea\u66dd\u56e0\u4e3a\u5de5\u4f5c\u73af\u5883\u6709\u6bd2\u7684\u539f\u56e0\uff0c\u57282021\u5e74\u79bb\u5f00Swift\u6838\u5fc3\u56e2\u961f\u3002 \u4ed6\u57282022\u5e741\u6708\u65f6\u4e0eTim Davis\u5171\u540c\u521b\u7acbModular AI\uff0c\u76ee\u6807\u662f\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5e73\u53f0\uff0c\u5e0c\u671b\u80fd\u4ece\u6839\u672c\u6539\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u7a0b\u5e8f\u5f00\u53d1\u6027\u3001\u53ef\u7528\u6027\u3001\u53ef\u6269\u5c55\u6027\u4ee5\u53ca\u8fd0\u7b97\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u9488\u5bf9\u8fd9\u9879\u76ee\u6807\uff0c\u73b0\u5728Modular AI\u9488\u5bf9\u4eba\u5de5\u667a\u80fd\u5e94\u7528\uff0c\u5f00\u53d1\u4e86\u7a0b\u5f0f\u8bed\u8a00Mojo\u3002 \u5b98\u65b9\u63d0\u5230\uff0cPython\u867d\u7136\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u8bed\u8a00\uff0c\u4e5f\u652f\u6301\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u7814\u7a76\uff0c\u4f46\u53ef\u6269\u5c55\u6027\u662fPython\u6700\u7ec8\u65e0\u6cd5\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528\u7684\u4e3b\u8981\u95ee\u9898\uff0cPython\u96be\u4ee5\u88ab\u7528\u5728\u5927\u578b\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u4e5f\u65e0\u6cd5\u5728\u8fb9\u7f18\u88c5\u7f6e\u4e2d\u987a\u7545\u6267\u884c\uff0c\u751f\u4ea7\u73af\u5883\u7684\u4eba\u5de5\u667a\u80fd\u7ec8\u7a76\u8fd8\u662f\u9700\u8981\u4f7f\u7528C++\u4ee5\u53caCUDA\u7b49\u5176\u4ed6\u8bed\u8a00\u3002<\/p>\n\n\n\n<p>\u8fd9\u6837\u7684\u72b6\u51b5\u5bfc\u81f4\u4eba\u5de5\u667a\u80fd\u8f6f\u4ef6\u73af\u5883\u788e\u7247\u5316\uff0c\u964d\u4f4e\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4ece\u7814\u7a76\u9636\u6bb5\uff0c\u8fdb\u5165\u751f\u4ea7\u9636\u6bb5\u7684\u901f\u5ea6\uff0c\u8fdb\u800c\u51cf\u5c11\u4e86\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u4eba\u5458\u7684\u751f\u4ea7\u529b\u3002<\/p>\n\n\n\n<p>Mojo\u5efa\u7acb\u5728\u73b0\u4ee3\u7f16\u8bd1\u6280\u672f\u4e4b\u4e0a\uff0c\u5176\u5177\u6709\u7c7b\u578b\u8bbe\u8ba1\uff0c\u5927\u5e45\u589e\u52a0\u7a0b\u5e8f\u7684\u6267\u884c\u901f\u5ea6\uff0c\u4e5f\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u5b9a\u4e49\u96f6\u6210\u672c\u62bd\u8c61\uff0c\u5e76\u4e14\u62e5\u6709\u7c7b\u4f3cRust\u8bed\u8a00\u7684\u5185\u5b58\u5b89\u5168\u6027\u3002 \u7279\u522b\u7684\u662f\uff0cMojo\u8fd8\u62e5\u6709\u81ea\u52a8\u8c03\u6821\uff08Autotuning\uff09\u548c\u7f16\u8bd1\u65f6\u540e\u8bbe\u7a0b\u5e8f\u5f00\u53d1\uff08Compile-Time Metaprogramming\uff09\u529f\u80fd\u3002 \u81ea\u52a8\u8c03\u6821\u4f1a\u5728\u7a0b\u5e8f\u7f16\u8bd1\u8fc7\u7a0b\uff0c\u81ea\u52a8\u4f18\u5316\u7a0b\u5e8f\u6548\u80fd\uff0c\u800c\u7f16\u8bd1\u65f6\u540e\u8bbe\u7a0b\u5e8f\u5f00\u53d1\u5219\u5141\u8bb8\u7a0b\u5e8f\u5728\u7f16\u8bd1\u9636\u6bb5\u65f6\uff0c\u5bf9\u5176\u81ea\u8eab\u7ed3\u6784\u548c\u884c\u4e3a\u8fdb\u884c\u8c03\u6574\uff0c\u751f\u6210\u66f4\u9ad8\u6548\u7684\u4ee3\u7801\u3002<\/p>\n\n\n\n<p>\u53d7\u76ca\u4e8eModular\u7684\u9ad8\u6027\u80fdRuntime\uff0c\u4e14\u5145\u5206\u5e94\u7528MLIR\uff08Multi-Level Intermediate Representation\uff09\u6280\u672f\uff0cMojo\u80fd\u591f\u76f4\u63a5\u64cd\u4f5c\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u786c\u4ef6\uff0c\u50cf\u662f\u5b58\u53d6\u6267\u884c\u7eea\u3001TensorCores\u548cAMX\u6269\u5145\u7b49\u4f4e\u9636\u786c\u4ef6\u529f\u80fd\uff0c\u5b98\u65b9\u63d0\u5230\uff0c\u5728\u6267\u884c\u50cf\u662fMandelbrot\u8fd9\u7c7b\u7b97\u6cd5\uff0cMojo\u6bd4Python\u5feb35\uff0c 000\u500d\u3002<\/p>\n\n\n\n<p>\u5373\u4fbfMojo\u4e0ePython\u6709\u4e0d\u5c11\u533a\u522b\uff0c\u4f46\u662f\u5b98\u65b9\u79f0\u4f7f\u7528Mojo\u5c31\u50cf\u662fPython\u4e00\u6837\u3002 \u5f00\u53d1\u8005\u53ef\u4ee5\u5728Mojo\u4e0a\u4f7f\u7528Python\u7684\u51fd\u5f0f\u5e93\uff0c\u5305\u62ecNumpy\u3001Pandas\u3001Matplotlib\uff0c\u751a\u81f3\u662f\u73b0\u6709\u7684\u5176\u4ed6Python\u4ee3\u7801\u3002 Mojo\u975e\u5e38\u7075\u6d3b\uff0c\u5f00\u53d1\u8005\u4e0d\u9700\u8981\u91cd\u65b0\u7f16\u8bd1\u6846\u67b6\u6216\u662f\u7f16\u5199\u4efb\u4f55C++\u6216CUDA\u4ee3\u7801\uff0c\u5c31\u62e5\u6709\u6267\u884c\u6838\u5fc3\u878d\u5408\uff08Kernel Fusion\uff09\u3001\u56fe\u91cd\u5199\uff08Graph Rewrites\uff09\u4ee5\u53ca\u5f62\u72b6\u51fd\u5f0f\uff08Shape Functions\uff09\u7b49\u80fd\u529b\u3002<\/p>\n\n\n\n<p>Mojo\u662fModular AI\u7684\u4e00\u4e2a\u6b63\u5f0f\u7684\u9879\u76ee\uff0c\u6240\u6709Modular\u6838\u5fc3\u4e5f\u90fd\u4ee5Mojo\u7f16\u5199\uff0c\u5b98\u65b9\u8868\u793a\uff0c\u8fd9\u4e5f\u662fModular\u6a21\u5757\u5316\u63a8\u7406\u5f15\u64ce\u9ad8\u6548\u80fd\u548c\u9ad8\u53ef\u79fb\u690d\u6027\u7684\u539f\u56e0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65b0\u521b\u516c\u53f8Modular AI\u53d1\u5e03\u65b0\u7a0b\u5f0f\u8bed\u8a00Mojo\uff0c\u5b98\u65b9\u63d0\u5230\uff0c\u8be5\u8bed\u8a00\u540c\u65f6\u62e5\u6709Python\u7684\u53ef\u7528\u6027\uff0c\u4ee5\u53caC\u8bed\u8a00\u7684\u6548\u80fd\u3002 \u7531\u4e8eMojo\u80fd\u591f\u76f4\u63a5\u8bbf\u95ee\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u786c\u4ef6\uff0c\u56e0\u6b64\u8fd0\u7b97\u6548\u80fd\u5927\u5e45\u8d85\u8d8a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":6200,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/posts\/6194"}],"collection":[{"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/comments?post=6194"}],"version-history":[{"count":1,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/posts\/6194\/revisions"}],"predecessor-version":[{"id":6201,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/posts\/6194\/revisions\/6201"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/media\/6200"}],"wp:attachment":[{"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/media?parent=6194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/categories?post=6194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/tags?post=6194"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/www.juejinka.com\/news\/wp-json\/wp\/v2\/special?post=6194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}