ari Vatsvakurudzi veGoogle vakaburitswa iyo nhau nezve kwayo kuvandudzwa kwesystem nyowani iyo inowedzera iko kudzidziswa kwemhando dzekuchenjera mamodheru kuzviuru zvemachina. Mhedzisiro inonzi MBEU RL (scalable inoshanda yakadzika yekusimbisa kudzidza).
Izvi ndizvo kuvimbisa kusimudzira nekuti ndinofanira bvumira kudzidziswa kwekuchenjera kwehunyanzvi algorithms kumamiriyoni emifananidzo pasekondi uye kudzikisa mutengo wekudzidziswa uku ne80%, Google yakati mupepa rekutsvaga.
Mhando iyi yekudzikisa basa inogona kubatsira kuyera nhandare yekutamba kwekutanga. kuti kusvika parizvino vasina kukwanisa kukwikwidza neakanyanya seGoogle mumunda weAI. Mari yekudzidzira mamodheru ekudzidza emhando dzemhando mugore zvinoshamisa zvinoshamisa. Google inogadzirisa kuvhurwa kweSEED RL kodhi, chirongwa chakanangana nekugadzirisa mutengo / kuita muyero wekusimbisa kudzidza.
Yekusimbisa kudzidza inzira yakasarudzika yekushandisa-kesi umo vamiririri vanodzidza nezve nharaunda yavo kuburikidza nekutsvaga uye kugadzirisa zviito zvavo kune mibairo yakawanda.
Mu »SEED RL: Inokwanisika uye Inoshanda Yakadzika-RL ine Accelerated Central Inference," takaunza RL mumiririri anoyera kuzviuru zvemachina, zvichigonesa kudzidziswa kumamirioni emafuremu pasekondi uye nekuvandudza zvakanyanya komputa. Izvi zvinogadziriswa neanovakwa ekuvakisa ayo anotora mukana weanokurumidza (GPU kana TPU) pachiyero nekuisa pakati modhi infence uye kuunza yekukurumidza yekutaurirana dura.
Isu tinoratidzira SEED RL kuita pane anozivikanwa eRL mabhenji akadai seGoogle Ongororo Nhabvu, Arcade Kudzidza Nharaunda, uye DeepMind Lab, uye kuratidza kuti nekushandisa yakakura mamodheru, kugona kwedata kunogona kuwedzerwa. Iyo kodhi yakavhurwa paGithub pamwe nemienzaniso yekumhanya paGoogle Cloud neGPU.
SEED RL yakavakirwa pane iyo TensorFlow 2.0 fomati y inoshanda ichishandisa musanganiswa wemagrafiki ekugadzirisa zvikamu uye tensor kugadzirisa zvikamu zvekuisa pakati modhi infereti. Kufungidzira kunoitwa pakati nepakati uchishandisa chinhu chekudzidza icho chinodzidzisa iyo modhi.
Misiyano uye ruzivo rwehurumende rweiyo modhi yekunongedzwa inochengetwa munzvimbo uye kucherechedzwa kwadzo kunotumirwa kumudzidzi padanho rega rega rehurongwa. SEED RL zvakare inoshandisa raibhurari reruzivo kunoenderana neyakavhurika sosi sosi RPC fomati kudzikisira latency.
ari Vatsvagiri veGoogle vakati icho chinhu chekudzidza ne SEED RL inogona kuwedzerwa kusvika kuzviuru zvemakore, nepo huwandu hwevatambi huchidzokororwa pakati pekutora zviyero munharaunda uye kuita chirevo pamuenzaniso kufanotaura chiitiko chinotevera, chinogona kukwiridzirwa kusvika kuzviuru zvemachina.
Google yakaongorora kushanda kweSEED RL nekuienzanisa nenzvimbo inozivikanwa yeArcade yekudzidza, nharaunda yeGoogle Ongororo, uye nharaunda dzakasiyana dzeRedMind Lab. Mhedzisiro inoratidza kuti vakakwanisa kugadzirisa basa reGoogle Research Bhora vachiri kudzidzisa modhi iri pamamirioni 2,4. mafuremu pasekondi uchishandisa makumi matanhatu machipisi egore tensor kugadzirisa unit.
Inguva dzinokwana makumi masere nekukurumidza kupfuura mafuremu apfuura, Google yakati.
"Izvi zvinoshandura kuita nguva yekukasira yakakosha, nekuti maexhelators anodhura zvakanyanya pakuvhiya pane maCPU, mutengo wekuyedza wakadzikira zvakanyanya." Tinotenda kuti SEED RL nemhedzisiro yakapihwa inoratidza kuti kudzidza kwekusimbisa kwakabata zvakare nekumwe kudzidza kwakadzama maererano nekushandisa kwekuwedzera, "anonyora Lasse Espeholt, mainjiniya ekutsvagisa paGoogle Research.
Iine dhizaini yakagadzirirwa kushandiswa mumanhasi ekuwedzera, zvakajairwa kuwedzera saizi yemuenzaniso mukuyedza kuwedzera kugona kwedata.
Google yakati SEED RL kodhi yakavhurwa sosi uye yawanikwa paGithub, pamwe nemienzaniso inoratidza maitiro ekuti zviitwe kuti zvishande paGoogle Cloud pamwe nemagetsi ekugadzirisa zvikamu.
Chekupedzisira, kune avo vanofarira ichi chitsva chimiro, vanogona kuenda kunotevera chinongedzo kwavanogona kuwana rumwe ruzivo nezvazvo. Iyo yekubatanidza ndeiyi.
mabviro: https://ai.googleblog.com/