Incamake
Hypothesis ya Tombora ya Lotere ivuga ko imbere mu muyoboro munini, watangijwe ku buryo butunguranye uhisha uduce duto duto - 'tike yatsindiye' - ko, watojwe wenyine uhereye ku buremere bumwe bwa mbere, ushobora guhuza umurongo wuzuye. Nibyingenzi kuko byerekana ko duhugura ibipimo birenze ibyo dukeneye.
Tike ya Tombora Hypothesis yicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya.
Kwibira cyane
Byasabwe na Jonathan Frankle na Michael Carbin muri MIT muri 2018, hypothesis yavuye mubushakashatsi bwo gutema. Mubisanzwe urashobora gutema umuyoboro watojwe kugeza kuri 10-20% yuburemere bwawo udatakaje neza, ariko imyitozo iyo rezo ntoya kuva kera irananirana. Frankle na Carbin babonye amayeri: komeza amahuza asigaye 'uburemere bwambere. Iyo sisitemu ntoya - itike yatsindiye - hanyuma ikitoza muburyo bwuzuye mubwigunge, rimwe na rimwe byihuta kuruta umwimerere wuzuye. Bamenye amatike babinyujije kuri 'iterativeitude pruning': gari ya moshi, gutema uburemere buke-bunini, gusubiza abasigaye ku ndangagaciro zabo za mbere, no gusubiramo. Igisubizo cyerekana kurenza urugero cyane cyane bifasha muburyo bwiza bwo kubona ibintu neza, ntabwo bivuze ko uburemere bwose bukenewe kugiti cye.
Ubushishozi
Inzira yibanze nuburyo bukabije bwo gutema hamwe no gusubiza inyuma ibiro: nyuma yimyitozo, ikureho uburemere buke buke, usubize uburemere busigaye kubitangizwa ryambere (cyangwa kugenzura imyitozo hakiri kare, kunonosora bita 'rewinding'), hanyuma wongere. Ihuriro rya maskike idasanzwe KANDI itangizwa ryayo niyo ituma itike 'itsindira' - kubishaka gutangiza mask imwe isenya ingaruka.
Kumenya Amatike ya Tombora Hypothesis
Hypothesis ya Tombora ya Lotere ivuga ko imbere mu muyoboro munini, watangijwe ku buryo butunguranye uhisha uduce duto duto - 'tike yatsindiye' - ko, watojwe wenyine uhereye ku buremere bumwe bwa mbere, ushobora guhuza umurongo wuzuye. Nibyingenzi kuko byerekana ko duhugura ibipimo birenze ibyo dukeneye. Tike ya Tombora Hypothesis yicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya. Kugirango wubake byimbitse, fata Hypothesis ya Tike ya Tombora nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha Tombora ya Tombora Hypothesis yubaka moderi ikomeye yibitekerezo, hanyuma ushushanye izo moderi kubibuza umusaruro. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza. Igihe kimwe, Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza.
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe.
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe afite imyumvire isangiwe akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga.
Amakipe afite imyumvire isangiwe akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa-Isi
Gucomeka amashusho manini kurwego rwo munsi ya 20% yuburemere bwayo kugirango wohereze kuri terefone mugihe ukomeje neza
Kwihutisha imyitozo mukumenya no guhugura gusa gake gutsinda subnetwork
Kwiga kwimura ibiro ukoresheje itike iboneka kuri dataset imwe yo gusimbuka-gutangira imyitozo kurindi
Kugabanya imbaraga zifatika hamwe nububiko mubikoresho byoherejwe no kohereza itike yatsindiye aho kuba moderi yuzuye
Uburyo bwo Gushyira mu bikorwa
Amatike ya Tombora Hypothesis mubikorwa
Gucomeka amashusho manini kurwego rwo munsi ya 20% yuburemere bwayo kugirango wohereze kuri terefone mugihe ukomeje neza.
Gucisha bugufi amashusho manini kugeza munsi ya 20% yuburemere bwayo kugirango yoherezwe kuri terefone mugihe ukomeje kugaragaza neza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Amatike ya Tombora Hypothesis mubikorwa
Kwihutisha imyitozo mukumenya no guhugura gusa gake gutsinda subnetwork.
Kwihutisha imyitozo muguhitamo no guhugura gusa gutsindira gake ya subnetwork Amakipe mubisanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Amatike ya Tombora Hypothesis mubikorwa
Kwiga kwimura ibiro ukoresheje itike iboneka kuri dataset imwe yo gusimbuka-gutangira imyitozo kurindi.
Kwiga ihererekanyabubasha ukoresheje itike iboneka kuri dataset imwe kugirango usimbuke-utangire imyitozo kumurwi ufitanye isano Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Amatike ya Tombora Hypothesis mubikorwa
Kugabanya imbaraga zifatika hamwe nububiko mubikoresho byoherejwe no kohereza itike yatsindiye aho kuba moderi yuzuye.
Kugabanya imbaraga zifatika hamwe nububiko mubikoresho byoherejwe no kohereza itike yatsindiye aho kuba icyitegererezo cyinshi Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare.
Ibipimo birashobora kugaragara bikomeye mugihe imikorere-yisi-itaringaniye.
Kwirengagiza ubuziranenge bwamakuru na gahunda yo gusuzuma akenshi bitanga ibisubizo byoroshye.
Igishushanyo mbonera
Tangira nururimi rusobanutse rwibisubizo ukeneye.
Tangira nururimi rusobanutse rwibisubizo ukeneye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Inyandiko aho Tombora ya Tike ya Hypothesis ifasha nuburyo bworoshye bworoshye.
Inyandiko aho Tombora ya Tike ya Hypothesis ifasha nuburyo bworoshye bworoshye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.