O le kamupani DeepMind, ua lauiloa mo ana atinaʻe i le matata o le atamai faʻapitoa ma le fausiaina o fesoʻotaʻiga neural e mafai ona taʻalo komepiuta ma taʻaloga laupapa i le tulaga o le tagata, na tuʻuina atu le poloketi AlphaCode, lea o loʻo atinaʻeina se masini aʻoaʻoga mo le gaosia o code e mafai ona auai. i polokalame tauvaga i luga o le Codeforces platform ma faʻaalia iʻuga masani. O se vaega taua o le atinaʻe o le mafai lea ona gaosia le code i le Python poʻo le C ++, faʻaaogaina se tusitusiga ma se faʻamatalaga faʻafitauli ile Igilisi.
Ina ia faʻataʻitaʻiina le faiga, 10 fou Codeforces tauvaga ma sili atu nai lo 5000 tagata auai na filifilia, na faia ina ua maeʻa aʻoaʻoga le faʻataʻitaʻiga aʻoaʻoga masini. O taunuuga o le faʻamaeʻaina o galuega na mafai ai e le AlphaCode system ona ulufale pe tusa o le ogatotonu o le faʻatulagaina o nei tauvaga (54.3%). O le fua faatatau atoa o le AlphaСode o le 1238 points, lea e mautinoa ai le ulufale atu i le Top 28% i totonu o Codeforces uma na auai i tauvaga a itiiti ifo ma le tasi i le 6 masina talu ai. O loʻo maitauina o le poloketi o loʻo i ai pea i le amataga o le atinaʻe ma i le lumanaʻi o loʻo fuafua e faʻaleleia le tulaga lelei o le code gaosia, faʻapea foʻi ma le atinaʻeina o le AlphaCode agai i faiga e fesoasoani i le tusitusi code, poʻo le faʻaogaina o meafaigaluega e mafai ona fa'aaogaina e tagata e leai ni tomai fa'apolokalame.
O lo'o fa'aogaina e le poloketi le fausaga o feso'ota'iga neural Transformer fa'atasi ai ma faiga fa'ata'ita'i ma le fa'amamaina e fa'atupu ai le tele o fa'ailoga e le'i fuafuaina e fetaui ma le gagana fa'anatura. A maeʻa le faʻamamaina, faʻapipiʻiina ma le faʻavasegaina, o le tulafono sili ona lelei galue e faʻaumatia mai le faʻatupuina o le vaitafe o filifiliga, ona siaki lea ina ia mautinoa e maua le iʻuga saʻo (o galuega tauvaga taʻitasi o loʻo faʻaalia ai se faʻataʻitaʻiga o faʻamatalaga faʻapipiʻi ma le taunuuga e fetaui ma lenei faʻataʻitaʻiga , lea e tatau ona maua pe a uma ona faʻatinoina le polokalama).
Ina ia faʻataʻitaʻia le aʻoaʻoina o le masini aʻoaʻoga, matou te faʻaogaina se faʻamaufaʻailoga o loʻo maua i faleoloa GitHub lautele. Ina ua maeʻa ona saunia le faʻataʻitaʻiga muamua, na faʻataunuʻuina se vaega faʻapitoa, e faʻavae i luga o se aofaʻiga o tulafono faʻatasi ma faʻataʻitaʻiga o faʻafitauli ma fofo na tuʻuina atu e tagata auai i le Codeforces, CodeChef, HackerEarth, AtCoder ma Aizu tauvaga. I le aofaʻi, 715 GB o le code mai GitHub ma sili atu ma le miliona faʻataʻitaʻiga o fofo i faʻafitauli masani tauvaga na faʻaaogaina mo aʻoaʻoga. Aʻo leʻi agai i luma i le faʻasologa o tulafono, o le galuega tusitusi na alu i se vaega masani, lea na faʻaumatia ai mea uma e le manaʻomia ma naʻo vaega taua na totoe.
puna: opennet.ru