Incamake
Kwiga guhoraho nintego yo guhugura AI kumurongo wimirimo mishya mugihe utahanaguye ibyo isanzwe izi. Inzitizi nyamukuru yibanze ni kwibagirwa ibyago: iyo urusobe rw'imitsi rwize umurimo mushya, ivugurura rya gradient rirenga uburemere bwarimo imirimo yabanje, kandi ubuhanga bukera burasenyuka.
Gukomeza Kwiga no Kwibagirwa Catastrophique Kwicara murwego rwibanze rwa AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya.
Kwibira cyane
Imiyoboro isanzwe itekereza ko amakuru yose aboneka icyarimwe. Mu isi isanzwe, amakuru agera ku buryo bukurikiranye, kandi mu buryo bworoshye guhuza neza imirimo mishya bitera kwibagirwa ibyago - imikorere ku mirimo yabanjirije iyi igabanuka kuko uburemere busangiwe bwongeye kwandikwa. Kwiga ubudahwema gushakisha kuringaniza ituze (kugumana ubumenyi bwa kera) kurwanya plastike (gukuramo ubumenyi bushya), ikibazo gihamye-gihamye cya plastike. Imiryango itatu yingenzi yibisubizo irahari: uburyo busanzwe burigihe nka Elastic Weight Consolidation ihana impinduka kubiro bifatwa nkibyingenzi kubikorwa bishaje; gusubiramo uburyo bubika cyangwa butanga ingero kubikorwa byashize no kubihuza mugihe cy'amahugurwa; nuburyo bwububiko butanga ibipimo bishya cyangwa modul kuri buri gikorwa. Nta buryo bumwe bwakemuye byimazeyo, kandi isuzuma ririmo umurimo-, indangarugero-, hamwe n-ibyiciro-byiyongera.
Ubushishozi
Kwibagirwa Catastrophique bivuka kuberako kumanuka gahoro gahoro kumurimo mushya wimura uburemere busangiwe kugana ku kintu gishya nta mbogamizi yo kuguma hafi yakarere keza kubikorwa bishaje. Elastic Weight Consolidation igereranya uburemere bwa buri buremere (binyuze muri matrix yamakuru ya Fisher) kandi ikongeramo igihano cya kane cyerekana uburemere bukomeye hafi yindangagaciro zabo za kera. Gusubiramo bigereranya umwimerere uhuriweho mukuvanga ingero zabitswe cyangwa zabyaye ingero zishaje mubice bishya, bityo gradients zigaragaza imirimo ishaje nishya, kugabanya kwandika byangiza.
Kumenya Gukomeza Kwiga no Kwibagirwa Catastrophique
Kwiga guhoraho nintego yo guhugura AI kumurongo wimirimo mishya mugihe utahanaguye ibyo isanzwe izi. Inzitizi nyamukuru yibanze ni kwibagirwa ibyago: iyo urusobe rw'imitsi rwize umurimo mushya, ivugurura rya gradient rirenga uburemere bwarimo imirimo yabanje, kandi ubuhanga bukera burasenyuka. Gukomeza Kwiga no Kwibagirwa Catastrophique Kwicara murwego rwibanze rwa AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya. Kugirango wubake byimbitse, fata Kwiga Kwiga no Kwibagirwa Catastrophique nkicyitegererezo cyibikorwa, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresheje Kwiga Kwiga hamwe na Catastrophique Kwibagirwa byubaka icyitegererezo gikomeye cyibitekerezo, 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
Ishusho yoherejwe yoherejwe igomba kwiga ibicuruzwa bishya buri kwezi utibagiwe nibyambere.
Kwimenyekanisha ku bikoresho (clavier cyangwa umufasha wijwi) bihuza numukoresha mugihe ntatakaze neza muri rusange.
Imashini zifite ubumenyi bushya bwa manipulation zikurikiranye mugihe zigumana ubuhanga.
Kuvugurura icyitegererezo cyururimi hamwe nibintu bishya cyangwa domaine ukoresheje adapteri kugirango ubushobozi bwambere burabitswe.
Uburyo bwo Gushyira mu bikorwa
Gukomeza Kwiga no Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Ishusho yoherejwe yoherejwe igomba kwiga ibicuruzwa bishya buri kwezi utibagiwe nibyambere.
Ishusho yoherejwe yoherejwe igomba kwiga ibyiciro bishya buri kwezi utibagiwe nayambere Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Gukomeza Kwiga no Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Kwimenyekanisha ku bikoresho (clavier cyangwa umufasha wijwi) bihuza numukoresha mugihe ntatakaze neza muri rusange.
Kwishyira ukizana ku bikoresho (clavier cyangwa umufasha wijwi) bihuza numukoresha mugihe kitarinze gutakaza ubunyangamugayo rusange Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Gukomeza Kwiga no Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Imashini zifite ubumenyi bushya bwa manipulation zikurikiranye mugihe zigumana ubuhanga.
Imashini zifite ubumenyi bushya bwa manipulation zikurikiranye mugihe zigumana izimenyerewe mbere Amakipe ubusanzwe abona umusaruro ushimishije mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
Gukomeza Kwiga no Kwibagirwa Catastrophique Kwibagirwa mubikorwa
Kuvugurura icyitegererezo cyururimi hamwe nibintu bishya cyangwa domaine ukoresheje adapteri kugirango ubushobozi bwambere burabitswe.
Kuvugurura icyitegererezo cyururimi hamwe nibintu bishya cyangwa domaine ukoresheje adapteri kugirango ubushobozi bwambere bubungabunzwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, 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 Kwiga Kwikomeza no Kwibagirwa Catastrophique Ifasha kandi nuburyo bworoshye bworoshye.
Inyandiko aho Kwiga Kwikomeza no Kwibagirwa Catastrophique Ifasha kandi nuburyo bworoshye bworoshye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.