Dubawa
Hasashen tikitin Lottery ya ce a cikin babbar hanyar sadarwar jijiyoyi da aka fara bazuwar yana ɓoye ƙaramin hanyar sadarwa - 'tikitin nasara' - wanda, wanda aka horar da shi kaɗai daga ma'aunin farko iri ɗaya, zai iya dacewa da cikakkiyar hanyar sadarwar. Yana da mahimmanci saboda yana nuna muna horar da sigogi fiye da yadda muke buƙata.
Hasashen tikitin caca yana zaune a cikin ainihin kayan aikin AI. Lokacin da kuka fahimce shi, sauran batutuwan AI sun zama masu sauƙi don kimantawa da kwatantawa.
Zurfafa nutsewa
Jonathan Frankle da Michael Carbin suka ba da shawara a MIT a cikin 2018, hasashen ya girma ne daga binciken dasa. A al'ada zaka iya datse hanyar sadarwar da aka horar zuwa kashi 10-20% na nauyinta ba tare da rasa daidaito ba, amma horar da waccan karamar cibiyar sadarwa daga karce ta kasa. Frankle da Carbin sun sami dabara: ci gaba da ma'aunin nauyi na farko na haɗin kai. Wannan ƙananan hanyar sadarwa - tikitin cin nasara - sannan yana horarwa zuwa cikakkiyar daidaito a keɓe, wani lokacin sauri fiye da ainihin asali. Sun gano tikiti ta hanyar 'girman girman kai': jirgin kasa, datse mafi girman ma'auni, mayar da sauran zuwa ƙimarsu ta farko, da maimaitawa. Sakamakon yana nuna girman juzu'i na musamman yana taimakawa haɓakawa nemo tsari mara kyau, ba wai duk waɗannan ma'auni ba daidai ba ne.
Fahimtar Fasaha
Babban hanyar ita ce girman dasawa tare da jujjuya nauyi: bayan horo, cire ma'aunin mafi ƙasƙanci, sake saita sauran ma'aunin nauyi zuwa farkon farkon su (ko wurin binciken horo na farko, gyaran da ake kira 'rewinding'), sannan sake horarwa. Haɗin takamaiman abin rufe fuska DA wanda ya dace da farawa shine abin da ke sa tikitin 'nasara' - maido da abin rufe fuska ba da gangan ba yana lalata tasirin.
Jagoran Hasashen Tikitin Lottery
Hasashen tikitin Lottery ya ce a cikin babbar hanyar sadarwar jijiyoyi da aka fara bazuwar yana ɓoye ƙaramin hanyar sadarwa - 'tikitin nasara' - wanda, wanda aka horar da shi kaɗai daga ma'aunin farko iri ɗaya, zai iya dacewa da cikakkiyar hanyar sadarwar. Yana da mahimmanci saboda yana nuna muna horar da sigogi fiye da yadda muke buƙata. Hasashen tikitin caca yana zaune a cikin ainihin kayan aikin AI. Lokacin da kuka fahimce shi, sauran batutuwan AI sun zama masu sauƙi don kimantawa da kwatantawa. Don haɓaka fahimta mai zurfi, bi da Hasashen Tikitin Lottery azaman ƙirar aiki, ba fasali ɗaya ba: ayyana sakamakon da ake so, fayyace zato, da raba abin da tsarin zai iya dogara da abin da har yanzu ke buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Hasashen Tikitin Lottery suna gina ƙira mai ƙarfi da farko, sannan taswirar waɗannan ƙirar zuwa ƙaƙƙarfan samarwa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Yana taimaka muku keɓance bayyanannen da'awar fasaha daga harshen talla. A lokaci guda, Ƙungiyoyi daban-daban na iya amfani da kalmar iri ɗaya daban, don haka ayyana iyawarsa da wuri. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Yana taimaka muku keɓance bayyanannen da'awar fasaha daga harshen talla.
Yana taimaka muku keɓance bayyanannen da'awar fasaha daga harshen talla. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Kuna iya yin mafi kyawun tambayoyin aiwatarwa kafin kashe kuɗi ko lokaci.
Kuna iya yin mafi kyawun tambayoyin aiwatarwa kafin kashe kuɗi ko lokaci. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙungiyoyin da ke da fahimtar juna suna yin mafi kyawun samfura, manufofi, da yanke shawara na koyo.
Ƙungiyoyin da ke da fahimtar juna suna yin mafi kyawun samfura, manufofi, da yanke shawara na koyo. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Matsa babban mai rarraba hoto zuwa ƙasa da 20% na ma'aunin nauyi don turawa akan waya yayin kiyaye daidaito
Ƙaddamar da horarwa ta hanyar ganowa da horar da babbar hanyar sadarwa mai nasara kawai
Nazarin canja wurin nauyi ta hanyar sake amfani da tikitin da aka samo akan saitin bayanai ɗaya don tsalle-fara horo akan wani abu mai alaƙa.
Rage ƙima da ƙwaƙwalwa a cikin na'urori masu gefe ta hanyar jigilar tikitin cin nasara da aka yanke maimakon ƙira mai yawa
Hanyoyin Aiwatarwa
Hasashen tikitin caca a aikace
Matsa babban mai rarraba hoto zuwa ƙasa da 20% na ma'aunin nauyi don turawa akan waya yayin kiyaye daidaito.
Matsa babban mai rarraba hoto zuwa ƙasa da 20% na ma'aunin nauyi don turawa akan waya yayin kiyaye daidaito Ƙungiyoyi yawanci suna samun kyakkyawan sakamako lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Hasashen tikitin caca a aikace
Ƙaddamar da horarwa ta hanyar ganowa da horar da babbar hanyar sadarwa mai nasara kawai.
Ƙaddamar da horarwa ta hanyar ganowa da horarwa kawai Ƙungiyoyin Sadarwar Sadarwar Ƙungiyoyin Ƙwaƙwalwa yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da kuma bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Hasashen tikitin caca a aikace
Nazarin canja wurin nauyi ta hanyar sake amfani da tikitin da aka samo akan saitin bayanai ɗaya don tsalle-fara horo akan wani abu mai alaƙa.
Nazarin canja wurin nauyi ta hanyar sake yin amfani da tikitin da aka samo akan saitin bayanai guda ɗaya don tsalle-fara horo akan abin da ke da alaƙa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefen, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Hasashen tikitin caca a aikace
Rage ƙima da ƙwaƙwalwa a cikin na'urori masu gefe ta hanyar jigilar tikitin cin nasara da aka yanke maimakon ƙira mai yawa.
Rage ƙima da ƙwaƙwalwar ajiya a cikin na'urori masu gefe ta hanyar jigilar tikitin cin nasara mai ɗorewa maimakon ƙaƙƙarfan ƙira Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Hatsari & Tsare-tsare
Ƙungiyoyi daban-daban na iya amfani da kalmar iri ɗaya daban, don haka ayyana iyaka da wuri.
Alamomi na iya yin kama da ƙarfi yayin da aikin zahirin duniya bai yi daidai ba.
Yin watsi da ingancin bayanai da tsare-tsaren kimantawa galibi yana haifar da sakamako mara ƙarfi.
Taswirar Hanya
Fara da ma'anar harshe a sarari na sakamakon da kuke buƙata.
Fara da ma'anar harshe a sarari na sakamakon da kuke buƙata. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Zaɓi ma'aunin nasara ɗaya da yanayin gazawa ɗaya kafin gwaji.
Zaɓi ma'aunin nasara ɗaya da yanayin gazawa ɗaya kafin gwaji. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Gudun ƙaramin matukin jirgi tare da bayanan wakilci, ba saitin demo da aka goge ba.
Gudun ƙaramin matukin jirgi tare da bayanan wakilci, ba saitin demo da aka goge ba. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Takaddun inda Hasashen Tikitin Lottery ke taimakawa kuma inda mafi sauki hanyoyin suka fi kyau.
Takaddun inda Hasashen Tikitin Lottery ke taimakawa kuma inda mafi sauki hanyoyin suka fi kyau. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.