{"id":103181,"date":"2022-02-03T09:36:41","date_gmt":"2022-02-03T07:36:42","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/deepmind-predstavil-sistemu-mashinnogo-obucheniya-dlya-generaczii-koda-po-tekstovomu-opisaniyu-zadachi"},"modified":"2022-02-03T09:36:41","modified_gmt":"2022-02-03T07:36:42","slug":"deepmind-predstavil-sistemu-mashinnogo-obucheniya-dlya-generaczii-koda-po-tekstovomu-opisaniyu-zadachi","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sv\/blog\/news\/deepmind-predstavil-sistemu-mashinnogo-obucheniya-dlya-generaczii-koda-po-tekstovomu-opisaniyu-zadachi","title":{"rendered":"DeepMind har presenterat ett maskininl\u00e4rningssystem f\u00f6r kodgenerering baserat p\u00e5 textbeskrivning av uppgifter","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

F\u00f6retaget DeepMind, som blivit v\u00e4lk\u00e4nt f\u00f6r sina innovationer inom artificiell intelligens och utvecklingen av neurala n\u00e4tverk som kan spela datorspel och br\u00e4dspel p\u00e5 m\u00e4nsklig niv\u00e5, har presenterat projektet AlphaCode, som utvecklar ett maskininl\u00e4rningssystem f\u00f6r kodgenerering som kan delta i programmeringst\u00e4vlingar p\u00e5 plattformen Codeforces och uppvisa genomsnittliga resultat. En nyckelfunktion i utvecklingen \u00e4r dess f\u00f6rm\u00e5ga att generera kod p\u00e5 spr\u00e5k som Python eller C++, d\u00e4r den tar emot text med en uppgift p\u00e5 engelska som input. <\/p>\n

F\u00f6r att testa systemet har 10 nya Codeforces-t\u00e4vlingar valts ut, med mer \u00e4n 5000 deltagare, som genomf\u00f6rdes efter att maskininl\u00e4rningsmodellen avslutats. Resultaten av uppgifterna gjorde att AlphaCode hamnade ungef\u00e4r i mitten av rankingen f\u00f6r de angivna t\u00e4vlingarna (54,3%). Det f\u00f6rv\u00e4ntade totala rankingen f\u00f6r AlphaCode var 1238 po\u00e4ng, vilket s\u00e4kerst\u00e4ller en plats i de 28% fr\u00e4msta bland alla deltagare i Codeforces som har deltagit i t\u00e4vlingar minst en g\u00e5ng under de senaste 6 m\u00e5naderna. Det noteras att projektet f\u00f6r n\u00e4rvarande \u00e4r i ett tidigt utvecklingsskede och att man i framtiden planerar att f\u00f6rb\u00e4ttra kvaliteten p\u00e5 den genererade koden samt vidareutveckla AlphaCode mot system som kan hj\u00e4lpa till med kodskrivning eller utvecklingsverktyg f\u00f6r personer utan programmeringskunskaper. <\/p>\n

\u0412 \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438 «Transformer» \u0432 \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0438 \u0441 \u043c\u0435\u0442\u043e\u0434\u0430\u043c\u0438 \u0441\u0435\u043c\u043f\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u043c\u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043d\u0435\u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043a\u043e\u0434\u0430, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0442\u0435\u043a\u0441\u0442\u0443 \u043d\u0430 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u043c \u044f\u0437\u044b\u043a\u0435. \u041f\u043e\u0441\u043b\u0435 \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u0440\u0430\u043d\u0436\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u0437 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u043c\u043e\u0433\u043e \u043f\u043e\u0442\u043e\u043a\u0430 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432 \u043e\u0442\u0441\u0435\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u043a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430\u0442\u0435\u043c \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442\u0441\u044f \u043d\u0430 \u043f\u0440\u0435\u0434\u043c\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0432\u0435\u0440\u043d\u043e\u0433\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430 (\u0432 \u043a\u0430\u0436\u0434\u043e\u043c \u0437\u0430\u0434\u0430\u043d\u0438\u0438 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u0438\u043c\u0435\u0440 \u0432\u0445\u043e\u0434\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u044d\u0442\u043e\u043c\u0443 \u043f\u0440\u0438\u043c\u0435\u0440\u0443 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0443\u0447\u0435\u043d \u043f\u043e\u0441\u043b\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b).

\"DeepMind<\/center> <\/p>\n

F\u00f6r en grov tr\u00e4ning av maskininl\u00e4rningssystemet anv\u00e4ndes en kodbas som finns tillg\u00e4nglig i offentliga GitHub-repositorier. Efter att ha f\u00f6rberett den initiala modellen genomf\u00f6rdes en optimeringsfas, som utgick fr\u00e5n en samling kodexempel p\u00e5 problem och l\u00f6sningar erbjudna av deltagarna i t\u00e4vlingarna Codeforces, CodeChef, HackerEarth, AtCoder och Aizu. Totalt anv\u00e4ndes 715 GB kod fr\u00e5n GitHub och mer \u00e4n en miljon exempel p\u00e5 l\u00f6sningar till typiska t\u00e4vlingsproblem f\u00f6r tr\u00e4ningen. Innan \u00f6verg\u00e5ngen till kodgenerering genomgick uppgiftsbeskrivningen en normaliseringsfas d\u00e4r allt \u00f6verfl\u00f6digt togs bort och endast de betydelsefulla delarna kvarl\u00e4mnades.

\"DeepMind<\/center>
\n
K\u00e4lla: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f DeepMind, \u043f\u043e\u043b\u0443\u0447\u0438\u0432\u0448\u0430\u044f \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\u0441\u0442\u044c \u0441\u0432\u043e\u0438\u043c\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430\u043c\u0438 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0445 \u0438\u0433\u0440\u0430\u0442\u044c \u0432 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0435 \u0438 \u043d\u0430\u0441\u0442\u043e\u043b\u044c\u043d\u044b\u0435 \u0438\u0433\u0440\u044b \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 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[…]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":103182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-103181","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47DeepMind presenterade ett maskininl\u00e4rningssystem f\u00f6r kodgenerering fr\u00e5n textbeskrivning av uppgifter | ProHoster","description":"F\u00f6retaget DeepMind, som blivit k\u00e4nt f\u00f6r sina framsteg inom artificiell intelligens och utvecklingen av neuronn\u00e4t som kan spela datorspel och br\u00e4dspel p\u00e5 m\u00e4nsklig niv\u00e5, presenterade ett 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