Mutha kuganiza kuti Tesla ndi dzina lodziwika bwino pamsika wamagalimoto mukaganizira za iwo. Tesla, mpainiya wa magalimoto amagetsi, mosakayikira. Komabe, iwo ndi kampani yaukadaulo, yomwe ndi chinsinsi cha kupambana kwawo.
Chimodzi mwazinthu zomwe zapangitsa kuti bizinesi yawo ikhale yopambana ndikugwiritsa ntchito nzeru zochita kupanga matekinoloje. Makina athunthu a magalimoto a Tesla ndi chimodzi mwazinthu zofunika kwambiri pakampani pano, ndipo kuti akwaniritse izi, akugwiritsa ntchito AI ndi zida zake zambiri.
Polengeza zakufika kwake koyambirira kwa 2021, Tesla adapanga chipwirikiti pa subcontinent. Elon Musk ali pafupi kukhazikitsa Bangalore, India, ngati malo opangira Tesla India.
Akatswiri a AI ku India adakondwera pomwe ma memes ndi ma tweets okhudza momwe "Magalimoto Odziyendetsa Odziyendetsa" otamandidwa adzagwirira ntchito ku India akupitilira.
Nzeru zonse zopanga zomwe zidzalamulira dziko lapansi zikungoyamba kumene.
Chotsatirachi chiwunika mozama momwe Tesla akuphatikizira AI mu dongosolo lake, kuphatikizapo zenizeni ndi zina.
Ndiye, AI Imaphunzitsa Bwanji Kuyendetsa Modziyendetsa M'magalimoto?
Magalimoto odziyimira pawokha amasanthula mosalekeza deta kuchokera ku masensa awo ndi makamera owonera makina kuti athe kuyendetsa paokha. Kenako amagwiritsa ntchito deta iyi kuti asankhe chochita.
Amagwiritsa ntchito AI kuti amvetsetse ndikulosera zakuyenda kwina kwa njinga, oyenda pansi, ndi magalimoto. Atha kugwiritsa ntchito chidziwitsochi kukonzekera zochita zawo mwachangu ndikupanga zisankho zagawika.
Kodi galimotoyo ipitirire m'njira yomwe ilili kapena isinthe njira? Kodi ipitirire pomwe ili kapena kudutsa galimoto yomwe ili patsogolo pawo? Kodi ndi liti pamene galimoto iyenera kutsika kapena kuthamanga?
Tesla amayenera kusonkhanitsa deta yoyenera kuti aphunzitse ma algorithms ndikudyetsa ma AI ake kuti magalimoto azidzilamulira okha. Kuchita bwino nthawi zonse kumabwera chifukwa cha maphunziro ochulukirapo, ndipo Tesla amawala m'derali.
Mfundo yakuti Tesla imasonkhanitsa deta yake yonse kuchokera ku mazana masauzande a magalimoto a Tesla omwe tsopano ali pamsewu amawapatsa mwayi wampikisano. Masensa onse amkati ndi akunja amatsata momwe Teslas amachitira zinthu zosiyanasiyana.
Amasonkhanitsanso zambiri zokhudza khalidwe la madalaivala, kuphatikizapo mmene amachitira zinthu zinazake komanso mmene amakhudzira chiwongolero kapena dashboard kaŵirikaŵiri.
"Kuphunzira motsanzira" ndi dzina la njira ya Tesla. Mamiliyoni a madalaivala enieni padziko lonse lapansi amaweruza, kuyankha, ndi kusuntha, ndipo ma algorithms awo amaphunzira pazimenezi. Makilomita onsewa amabweretsa magalimoto odziyimira pawokha apamwamba kwambiri.
Njira yawo yolondolera ndiyotsogola kwambiri. Mwachitsanzo, Tesla amasunga chithunzithunzi chanthawiyo, ndikuchiwonjezera pagulu la data kenako ndikujambulanso mawonekedwe adziko lapansi pogwiritsa ntchito mawonekedwe amitundu yomwe neural network angaphunzirepo. Izi zimachitika pamene galimoto ya Tesla ikulosera molakwika khalidwe la galimoto kapena njinga.
Mabizinesi ena omwe amapanga magalimoto odziyimira pawokha amadalira zopangapanga, zomwe sizigwira ntchito kwambiri kuposa zomwe Tesla amagwiritsa ntchito pophunzitsa ma AI ake (mwachitsanzo, kuyendetsa galimoto kuchokera kumasewera a kanema monga Grand Theft Auto).
Tsopano tiwona zigawo za Tesla zomwe zimapezerapo mwayi pa AI.
Zida za Tesla zomwe zimagwiritsa ntchito AI
Kamera & Zomverera
Maudindo omwe Tesla ayenera kumaliza ndi odziwika bwino. Ntchito zonsezi, kuyambira pakuzindikiritsa njira mpaka kutsata oyenda pansi, zimachitika munthawi yeniyeni. Tesla adagwira ntchito mothandizidwa ndi makamera 8 pachifukwa ichi. Kuonjezera apo, kukhalapo kwa makamera ambiriwa kumatsimikizira kuti kulibe malo akhungu komanso kuti dera lonse lozungulira galimotoyo ndi lophimbidwa.
Ndizowona zomwe mwangowerengazi! palibe LIDAR Palibe dongosolo la mapu otanthauzira kwambiri. Tesla akufuna kugwiritsa ntchito masomphenya apakompyuta, makina kuphunzira, ndi makanema amakanema a kamera kuti apange mtundu woyendetsa woyendetsa. Ma Convolutional Neural Networks (CNNs) amagwiritsidwa ntchito kusanthula kanema yaiwisi kuti atsatire kuzindikira zinthu.
Tesla autopilot ilinso ndi ma radar ndi ma ultrasonic sensors kuphatikiza makamera. Radar imagwiritsidwa ntchito kuzindikira ndi kuyeza kulekana kwa magalimoto ndi zinthu zina. Pofuna kukhathamiritsa chitetezo cha madalaivala, ma ultrasonic sensors amagwiranso ntchito molingana ndi kuyang'anira kuyandikana ndi zinthu zopanda pake.
Kuti mumvetsetse malo ozungulira galimotoyo ndikupanga kuthekera kwa autopilot kuyankha momwe mungathere, ma neural network amaphatikizidwa ndi zida za Tesla.
Tesla FSD Chip -3
Kuti mugwire bwino ntchito komanso chitetezo m'misewu, makina a Tesla amaphatikiza ma processor awiri a AI. Dongosolo la Tesla limayesetsa kukhala lopanda zolakwika. Ngakhale gawo limodzi litalephera, galimotoyo imatha kugwirabe ntchito pogwiritsa ntchito mayunitsi owonjezera chifukwa cha mphamvu zosunga zobwezeretsera ndi magwero olowetsa deta.
Tesla amagwiritsa ntchito njira zowonjezerazi kuti atsimikizire kuti magalimoto ali okonzeka bwino kuti apewe kugundana pakagwa mwadzidzidzi. Only the ubongo waumunthu imatha kugwira ntchito zambiri pamphindi imodzi kuposa Tesla microprocessor yatsopano (ntchito 1 quadrillion pa sekondi iliyonse). Izi ndi zamphamvu kuwirikiza ka 21 kuposa ma microchips a Tesla Nvidia omwe anali kugwiritsidwa ntchito m'mbuyomu.
Tesla mosakayikira ndi mtsogoleri wamsika wama locomotives odziyimira pawokha, koma akadali patali kwambiri kupanga magalimoto oyendetsa okha.
M’tsogolomu, galimoto yokhala ndi makhalidwe amene tafotokoza m’nkhani ino mosakayika idzakhala yofala. Tesla adapanga ma processor ake amtundu wa AI komanso kamangidwe ka neural network.
Maphunziro a Neural Network
Chitsanzocho chiyeneranso kuphunzitsidwa pambuyo pa ma neural network adalengedwa. Tikudziwa kuti Tesla wakhazikitsa malaibulale ndi zida zambiri kuti athe kulola luso lamakono lowonera makompyuta.
Zowonjezera, yomwe idapangidwa ndi dipatimenti ya Facebook ya AI Research, ndi imodzi mwazinthu zoterezi (FAIR). PyTorch imagwiritsidwa ntchito ndi Tesla tech stack kuphunzitsa chitsanzo chozama cha kuphunzira.
Ndizofunikira kudziwa kuti Tesla sadalira mamapu kapena LIDAR kuti akwaniritse kudziyimira pawokha. Makamera ndi masomphenya oyera apakompyuta amagwiritsidwa ntchito pokhapokha, ndipo zonse zimachitika munthawi yeniyeni.
Tesla amagwiritsa ntchito Pytorch pophunzitsa komanso ntchito zosiyanasiyana zothandizira monga ntchito yogwira ntchito ndandanda, kulinganiza mayendedwe achitsanzo, kuwunika bwino, kuyesa kwapang'onopang'ono, kuyesa koyerekeza, ndi zina.
Tesla amathera maola pafupifupi 70,000 GPU akuphunzitsa ma netiweki 48 omwe amalosera mosiyanasiyana 1,000. Maphunzirowa akupitirira, osati kamodzi kokha. Tikudziwa kuti luntha lochita kupanga ndi njira yobwerezabwereza yomwe imapita patsogolo pakapita nthawi. Zotsatira zake, maulosi onse 1000 osiyana amakhalabe olondola ndipo salephera.
Zotsatira HydraNet
Pali ntchito pafupifupi 100 zomwe zikuchitika nthawi iliyonse, ngakhale galimoto sikuyenda ndipo nthawi zambiri imakhala pamphambano. Kugwiritsa ntchito neural network pantchito iliyonse ndikokwera mtengo komanso kosathandiza. Zambiri zambiri zimasinthidwa munthawi yeniyeni ndi AI pamagalimoto a Tesla.
Zotsatira zake, ResNet-50 yogawana msana, yomwe imatha kukonza zithunzi za 1000 x 1000 nthawi imodzi, imakhala ngati gawo lapakati lopangira ntchito ya Computer Vision.
Pafupi ndi pamwamba pa netiweki, mawonekedwe a HydraNet neural network amagawika m'nthambi zingapo (kapena mitu). Pokhala ndi magawo ang'onoang'ono a maphunziro olemedwa mosiyanasiyana pamitu yambiri, mitu iyi imaphunzitsidwa paokha ndikuphunzira zinthu zosiyana.
Zachidziwikire, pali zingapo zomwe ma HydraNets amagwirira ntchito limodzi kukonza AI yamagalimoto. Chidziwitso chilichonse cha HydraNet chimagwiritsidwa ntchito kuthetsa mavuto omwe amabweranso.
Mwachitsanzo, ntchito ingakhale yogwira ntchito yoyang'anira zizindikiro zoima, ina yochitira anthu oyenda pansi, ndipo inanso yoyang'ana zizindikiro za pamsewu. Ntchito zosiyana izi zonse zimayendetsedwa ndi msana umodzi.
Malinga ndi kamangidwe ka HydraNet, kachigawo kakang'ono chabe ka neural network ikufunika pa ntchito iliyonseyi.
Izi ndizofanana ndi kusamutsa maphunziro, pomwe midadada yosiyana imaphunzitsidwa kuti ikhale yofanana ndi ntchito zina. Misana ya HydraNets imaphunzitsidwa pazinthu zosiyanasiyana, pomwe mitu imaphunzitsidwa pa ntchito zina.
Izi zimachepetsa nthawi yofunikira pophunzitsa chitsanzocho ndikufulumizitsa kufotokozera.
Opaleshoni ya Tesla
Magalimoto omwe ali ndi luso la autopilot amatha kudziyendetsa okha, kuthamanga, ndikuyima mumsewu. Zimapangidwa pogwiritsa ntchito mfundo zakuya za neural network. Imawona malo ozungulira galimotoyo pogwiritsa ntchito makamera, masensa a ultrasonic, ndi radar.
Madalaivala amadziwitsidwa za malo omwe ali pafupi ndi masensa ndi makamera, ndipo chidziwitsochi chimawunikidwa mu nkhani ya milliseconds kuti athandize kuyendetsa galimoto motetezeka komanso kuchepetsa nkhawa.
Mu nyengo yowala, yamdima komanso yosiyanasiyana, radar imagwiritsidwa ntchito kuwona ndikuyerekeza malo ozungulira magalimoto. Muzochitika zilizonse, njira za ultraviolet zimatsimikizira kuyandikana, ndipo kanema wongokhala amazindikira zinthu zomwe zili pafupi ndikulimbikitsa kuyendetsa bwino.
Kuphatikiza apo, autopilot idapangidwa kuti izithandizira dalaivala ndipo sizisintha Tesla kukhala galimoto yodziyendetsa yokha. Anthu ambiri amachenjeza madalaivala kuti asamayendetse manja pa gudumu.
Zidziwitso zingapo zotengera gudumu zimayambitsidwa ngati simutero. Ngati inyalanyazidwa kwa nthawi yayitali, galimotoyo imayamba kutsika pang'onopang'ono isanayime. Pogwiritsa ntchito mabuleki, kutembenuza, kapena kuyimitsa phesi la cruise control, madalaivala amatha nthawi zonse kupitilira ntchito za autopilot.
Mawonekedwe a Mbalame
Zithunzi zomwe Tesla hardware amatanthauzira nthawi zambiri zingafunike miyeso yowonjezera. Mbali ya Bird's Eye View imapangitsa kukhala kosavuta kuyeza mtunda wautali komanso kumapereka chithunzithunzi cholondola chakunja.
Ndi dongosolo loyang'anira masomphenya lomwe "limapereka" chithunzi chapamwamba cha galimoto kuti malo oimikapo magalimoto azikhala osavuta komanso kuyenda m'malo ang'onoang'ono. Popanda kupereka zifukwa zopunduka za luso lanu loyimitsa magalimoto, mutha kukwera gudumu mosamala.
Tsogolo la Tesla
Ngati mukuyang'ana SUV yapakatikati yokhala ndi mitundu yolimba, the 2022 Tesla Model Y ndi malo abwino oyambira ma EVs. Chifukwa cha kukonzanso kwanthawi zonse kwa mapulogalamu, Model Y ikusintha mosalekeza, mofanana ndi zinthu zina zambiri za Tesla.
Powonjezera chitetezo ndi magwiridwe antchito, kukweza uku kumathandiza kuti galimoto yanu ikhale yothandiza kwambiri. Kwa anthu omwe amafunikira kuyenda maulendo ataliatali ndi mabanja ndi katundu wosiyanasiyana, thupi lokhala ndi malo ambiri komanso mwayi wopeza netiweki ya Tesla's Supercharger imapanga chisankho chabwino kwambiri.
Chiyambireni, Tesla yapindula ndi deta kuchokera kwa makasitomala omwe alipo panopa, ndipo ntchito yake pamagalimoto odziyimira pawokha ndi gawo la chikhumbo chake chokhazikika choyika AI pachimake pa ntchito zake zonse.
AI ndi deta yaikulu idzapitirizabe kukhala Elon Musk ndi gulu lake kwa ogwirizana okhulupirika a Tesla pamene akupita kuzinthu zatsopano zomwe zikuphatikizapo zokhumba zawo zosintha gridi yamagetsi ndi magetsi awo a dzuwa.
Kutsiliza
Tesla, kampani yomwe imadziwika kuti ndi imodzi mwazinthu zopanga zinthu zankhanza kwambiri pamsika, yakhala ikupanga kusonkhanitsa deta ndikusanthula chida chake champhamvu kwambiri. Anatsatira malamulo omwewo popanga tchipisi tawo.
Bizinesiyo yapanga magalimoto odziyimira pawokha omwe amatha kusintha momwe timayendetsera magalimoto chifukwa cha luntha lochita kupanga komanso kusanthula deta.
Tiyeni tiwone momwe nsanja imagwirizira malonjezo ake ndikukulitsa bizinesi yake. Kumene kampaniyo idzapita kumsika wa magalimoto odziyimira pawokha mtsogolo zikuwonekerabe atagwiritsa ntchito matekinolojewa.
Siyani Mumakonda