Iko kukuvara kwemamiriro ekunze kunokonzerwa ne greenhouse gasi emesi kuri kupfuura pachena uye kubatsira nzanga yekutsvagisa kuti unzwisise mupiro wehungwaru hwekunyepedzera pakushanduka kwemamiriro ekunze uye tora matsva matsva ekutsvagisa umo kudzikisira kusvibiswa Inotorwa seyakakomba kuita chiyero, boka revanoongorora veAI vekunze uye masayendisiti e data akabatana kugadzira software inokwanisa kufungidzira kabhoni tsoka yekuita kweIT.
CodeCarbon yakavhurwa sosi software yakagadzirirwa kubatsira makambani kuongorora avo AI kabhoni tsoka.
Comet, mupi weMLOps mhinduro, akabatana nemubatanidzwa weAI uye makambani esainzi yedhata kubva pasirese. Kubvunza Boka uye Haverford College muPennsylvania, kugadzira yakavhurwa sosi software.
Nezve CodeCarbon
CodeCarbon iri software python yakavakirwa , que inobvumidza mapurogiramu kuita kuti kodhi yavo inyatsoita uye kudzikamisa huwandu hweEC2 inogadzirwa yekushandisa komputa zviwanikwa uye ichavakurudzira kuti vadaro.
Iyo software kwete kungofungidzira huwandu hweCO2 inogadzirwa yekushandiswa kweIT zviwanikwa, iyo zvakare inopa vanogadzira kuraira maitiro ekuderedza mweya kusarudza yako gore zvivakwa mumatunhu anoshandisa mashoma magetsi masosi.
Yoshua Bengio, MILA muvambi uye anokunda Mubairo weTuring, akati:
"AI itekinoroji ine simba uye simba rezvakanaka, asi zvakakosha kuti uzive kukura kwayo kwezvakatipoteredza. Basa reCodeCarbon rinovavarira chaizvo kuzadzisa chinangwa ichi uye ndinovimba ichakurudzira nharaunda yeAI kuverenga, kuburitsa pachena uye kudzikisa kabhoni tsoka yavo. ”
Sylvain Duranton, Managing Director uye Senior Partner kuBoston Consulting Group (BCG) uye Global Director kuBCG GAMMA, akati:
"Kubva pane nhoroondo ichangopfuura, kushandiswa kweIT zvachose, uye AI kunyanya, kucharamba kuchikura zvakanyanya pasirese. Muchirevo chechinyorwa chino, CodeCarbon inogona kubatsira masangano kuti ave nechokwadi chekuti kabhoni tsoka yavo inowedzera zvishoma sezvinobvira ”.
Mune yakadzika yekudzidza-yakanangana nenzvimbo yekutsvagisa, kufambira mberi kwehungwaru hwekunyepedzera kuri kunyanya kuitwa nekugadzira mhando hombe, kuunganidza makuru seti data, uye kushandisa rakakura simba rekomputa.
Kurovedza algorithm ine simba yekudzidza kunogona kuda kushandiswa kwemakomputa akawanda mumazuva kana mavhiki.
Zvezvivakwa senge VGG, BERT, GPT-2 uye GPT-3, ayo ane mamirioni ekugadziriswa uye akadzidziswa pane akawanda maGPU kwevhiki dzinoverengeka, uyu unogona kuve mutsauko wemazana akati wandei makirogiramu eCO-eq.
OpenAI's GPT-2 yakaburitswa mu2019 yakavakirwa pamamirioni 1.5 bhiriyoni, nepo mutsivi wayo GPT-3 akaburitswa gore rapfuura, ane 175 bhiriyoni paramita anoiita iyo inopfuura zana zvakapetwa kupfuura iyo yakatangira. Sezvo mhando hombe dzichiramba dzichienderera mberi mumunda, huwandu hwesimba rinoshandiswa kudzidzisa iwo huchawedzerawo.
CodeCarbon ine yekutevera michina module inonyora huwandu hwesimba rinoshandiswa neakakura makore komputa vanopa uye zvakavanzika kuitirwa pane-nzvimbo yedata nzvimbo.
Zvadaro, iyo sisitimu inoshandisa data kubva kune veruzhinji zvinyorwa kuti fungidziro vhoriyamu yeCO2 inogadzirwa, Kuongorora huwandu hweseti yemagetsi kune iyo michina yakabatana.
Iyo tracker inofungidzira iyo CO2 inogadzirwa kuyedza yega yega uchishandisa imwe AI module, ichichengeta data rekuburitsa mapurojekiti uye nesangano rese.
Pfungwa ndeyekuti CodeCarbon inobatsira IT uye AI makambani kudzikisira kabhoni tsoka sezvavanokura. CodeCarbon ichagadzira dashibhodhi iyo inobvumidza makambani kuti aone zviri nyore huwandu hwezvisi zvinogadzirwa nekudzidzisa kwavo michina yekufunda mamodheru.
Iko kugona kuteedzera CO2 emissions inomiririra kufambira mberi kwakakosha mukugona kwevagadziri kushandisa zviwanikwa zvemagetsi zvine hungwaru uye nekudaro kudzikisira kukanganisa kwebasa ravo munzvimbo iri kuwedzera kusimba.
mabviro: https://www.comet.ml/