{"id":3914,"date":"2023-09-24T10:26:58","date_gmt":"2023-09-24T02:26:58","guid":{"rendered":""},"modified":"2023-09-24T10:26:58","modified_gmt":"2023-09-24T02:26:58","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/3914.html","title":{"rendered":"AI\u5206\u6790\u5668scalene\u5e2e\u4f60\u89e3\u51b3Python\u6162\u7684\u95ee\u9898"},"content":{"rendered":"
\n

\u8981\u70b9:<\/p>\n

1. Python\u867d\u7136\u5e7f\u6cdb\u5e94\u7528\uff0c\u4f46\u5176\u8fd0\u884c\u901f\u5ea6\u8f83\u6162\uff0c\u7279\u522b\u662f\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u76f8\u6bd4\uff0c\u6162100\u52301000\u500d\uff0c\u67d0\u4e9b\u4efb\u52a1\u751a\u81f3\u53ef\u80fd\u616260000\u500d\u3002<\/p>\n

2. \u9a6c\u8428\u8bf8\u585e\u5927\u5b66\u963f\u9ed8\u65af\u7279\u5206\u6821\u7684\u79d1\u5b66\u5bb6\u56e2\u961f\u63a8\u51fa\u4e86\u540d\u4e3aScalene\u7684Python\u5206\u6790\u5668\uff0c\u8be5\u5de5\u5177\u53ef\u4ee5\u9ad8\u6548\u51c6\u786e\u5730\u8bc6\u522bPython\u7a0b\u5e8f\u7684\u6027\u80fd\u95ee\u9898\uff0c\u5e76\u4e3a\u7a0b\u5e8f\u5458\u63d0\u4f9b\u4f18\u5316\u5efa\u8bae\uff0c\u4ece\u800c\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n

3. Scalene\u662f\u4e00\u6b3e\u9ad8\u6027\u80fdCPU\u3001GPU\u548c\u5185\u5b58\u5206\u6790\u5668\uff0c\u5f00\u6e90\u9879\u76ee\uff0c\u6807\u661f\u8fd110\u4e07\uff0c\u91c7\u7528\u91c7\u6837\u800c\u975e\u63d2\u88c5\u6280\u672f\uff0c\u5f00\u9500\u901a\u5e38\u4e0d\u8d85\u8fc710-20%\uff0c\u662f\u9996\u4e2a<\/span>\u91c7\u7528AI\u4f18\u5316\u5efa\u8bae\u7684\u5206\u6790\u5668\u3002<\/p>\n<\/blockquote>\n

\u5fae\u65b0\u521b\u60f3\uff08idea2003.com\uff099\u670822\u65e5 \u6d88\u606f:<\/strong>Python\u4f5c\u4e3a\u4e00\u79cd\u6613\u4e8e\u5b66\u4e60\u548c\u5e94\u7528\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u56e0\u5176\u4e30\u5bcc\u7684\u5e93\u548c\u5e7f\u6cdb\u7684\u7528\u9014\uff0c\u5728\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u53d8\u5f97\u975e\u5e38\u6d41\u884c\u3002\u7136\u800c\uff0c\u5b83\u4e5f\u56e0\u5176\u76f8\u5bf9\u8f83\u6162\u7684\u8fd0\u884c\u901f\u5ea6\u800c\u5907\u53d7\u8bdf\u75c5\u3002\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u5982C++\u3001Fortran\u548cJava\u76f8\u6bd4\uff0cPython\u7684\u8fd0\u884c\u901f\u5ea6\u53ef\u80fd\u6162100\u52301000\u500d\uff0c\u6709\u4e9b\u60c5\u51b5\u4e0b\u751a\u81f3\u9700\u898160000\u500d\u7684\u65f6\u95f4\u3002<\/p>\n

\u4e3a\u4e86\u89e3\u51b3Python\u7684\u4f4e\u6548\u7387\u95ee\u9898\uff0c\u9a6c\u8428\u8bf8\u585e\u5927\u5b66\u963f\u9ed8\u65af\u7279\u5206\u6821\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u56e2\u961f\u5728Emery Berger\u7684\u9886\u5bfc\u4e0b\u5f00\u53d1\u4e86\u4e00\u6b3e\u540d\u4e3aScalene\u7684Python\u5206\u6790\u5668\u3002\u8fd9\u4e2a\u5de5\u5177\u83b7\u5f97\u4e86USENIX\u64cd\u4f5c\u7cfb\u7edf\u8bbe\u8ba1\u548c\u5b9e\u73b0\u4f1a\u8bae\uff08OSDI\uff09\u7684\u6700\u4f73<\/span>\u8bba\u6587\u5956\u3002Scalene\u7684\u76ee\u6807\u662f\u51c6\u786e\u5730\u8bc6\u522bPython\u7a0b\u5e8f\u7684\u6027\u80fd\u74f6\u9888\uff0c\u5e76\u63d0\u4f9b\u4f18\u5316\u5efa\u8bae\uff0c\u4ee5\u5e2e\u52a9\u7a0b\u5e8f\u5458\u6539\u8fdb\u5176\u4ee3\u7801\uff0c\u4ece\u800c\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n

\n

\u9879\u76ee\u5730\u5740:https:\/\/github.com\/plasma-umass\/scalene<\/span><\/a><\/p>\n

Scalene\u4e4b\u6240\u4ee5\u4e0e\u4f17\u4e0d\u540c\uff0c\u662f\u56e0\u4e3a\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u5206\u6790CPU\u6027\u80fd\uff0c\u8fd8\u53ef\u4ee5\u5206\u6790GPU\u548c\u5185\u5b58\u6027\u80fd\uff0c\u800c\u4e14\u76f8\u5bf9\u4e8e\u8bb8\u591a\u5176\u4ed6Python\u5206\u6790\u5de5\u5177\uff0c\u5b83\u7684\u8fd0\u884c\u901f\u5ea6\u5feb\u5f97\u591a\u3002\u6b64\u5916\uff0cScalene\u662f\u7b2c\u4e00<\/span>\u4e2a\u91c7\u7528AI\u4f18\u5316\u5efa\u8bae\u7684Python\u5206\u6790\u5668\uff0c\u8fd9\u4f7f\u5f97\u5176\u63d0\u4f9b\u7684\u4f18\u5316\u5efa\u8bae\u66f4\u52a0\u667a\u80fd\u548c\u4e2a\u6027\u5316\u3002<\/p>\n

Scalene\u7684\u5de5\u4f5c\u539f\u7406\u662f\u901a\u8fc7\u91c7\u6837\u6280\u672f\u6765\u5206\u6790\u7a0b\u5e8f\u7684\u6027\u80fd\uff0c\u800c\u4e0d\u662f\u63d2\u88c5\u6216\u4f9d\u8d56Python\u7684\u8ddf\u8e2a\u5de5\u5177\u3002\u8fd9\u610f\u5473\u7740\u5b83\u7684\u6027\u80fd\u5f00\u9500\u901a\u5e38\u4e0d\u8d85\u8fc710-20%\uff0c\u751a\u81f3\u66f4\u5c11\uff0c\u56e0\u6b64\u53ef\u4ee5\u5728\u4e0d\u663e\u8457\u5f71\u54cd\u7a0b\u5e8f\u6027\u80fd\u7684\u60c5\u51b5\u4e0b\u63d0\u4f9b\u6709\u5173\u7a0b\u5e8f\u8fd0\u884c\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n

\u8981\u4f7f\u7528Scalene\uff0c\u7a0b\u5e8f\u5458\u9700\u8981\u8f93\u5165\u6709\u6548\u7684OpenAI\u5bc6\u94a5\uff0c\u7136\u540e\u53ef\u4ee5\u9009\u62e9\u5728\u4ee3\u7801\u4e2d\u7684\u4efb\u4f55\u4f4d\u7f6e\u70b9\u51fbbolt \uff08\u26a1\uff09\u6216explosion (?)\u6309\u94ae\uff0c\u4ee5\u751f\u6210\u4f18\u5316\u5efa\u8bae\uff0c\u5e76\u5c06\u5176\u590d\u5236\u5230\u526a\u8d34\u677f\u3002Scalene\u53ef\u4ee5\u591a\u6b21\u751f\u6210\u4e0d\u540c\u7684\u5efa\u8bae\u4f18\u5316\uff0c\u5e2e\u52a9\u7a0b\u5e8f\u5458\u4e0d\u65ad\u6539\u8fdb\u5176\u4ee3\u7801\u3002<\/p>\n

\u603b\u7684\u6765\u8bf4\uff0cScalene\u662f\u4e00\u6b3e\u5f3a\u5927\u7684Python\u6027\u80fd\u5206\u6790\u5de5\u5177\uff0c\u5b83\u6709\u52a9\u4e8e\u89e3\u51b3Python\u7a0b\u5e8f\u7684\u8fd0\u884c\u901f\u5ea6\u95ee\u9898\uff0c\u4e3a\u7a0b\u5e8f\u5458\u63d0\u4f9b\u667a\u80fd\u7684\u4f18\u5316\u5efa\u8bae\uff0c\u4ece\u800c\u4f7fPython\u4ee3\u7801\u66f4\u5feb\u3001\u66f4\u9ad8\u6548\u3002\u968f\u7740\u672a\u6765\u8ba1\u7b97\u673a\u6027\u80fd\u7684\u63d0\u5347\u66f4\u591a\u5730\u6765\u81ea\u4e8e\u66f4\u5feb\u3001\u66f4\u9ad8\u6548\u7684\u7f16\u7a0b\uff0c\u800c\u4e0d\u662f\u786c\u4ef6\u5347\u7ea7\uff0c\u5de5\u5177\u5982Scalene\u5c06\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u901a\u8fc7\u4f7f\u7528Scalene\uff0cPython\u7a0b\u5e8f\u5458\u53ef\u4ee5\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e2a\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4e0d\u518d\u4e3a\u6027\u80fd\u95ee\u9898\u800c\u70e6\u607c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8981\u70b9: 1. Python\u867d\u7136\u5e7f\u6cdb\u5e94\u7528\uff0c\u4f46\u5176\u8fd0\u884c\u901f\u5ea6\u8f83\u6162\uff0c\u7279\u522b\u662f\u4e0e\u5176...<\/p>\n","protected":false},"author":1,"featured_media":831,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-3914","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dongtai"],"_links":{"self":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/3914","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/comments?post=3914"}],"version-history":[{"count":0,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/3914\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media\/831"}],"wp:attachment":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media?parent=3914"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/categories?post=3914"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/tags?post=3914"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}