Kuongororwa kwemakomputa emaindasitiri eAI edge computing ane maGPU industrial applications

Zviri Mukati

• 1. Pfupiso yeAI edge computing
• 2. Basa reGPU muAI edge computing
• 3. Dhizaini yekuvaka makomputa emaindasitiri eAI edge computing
• 4. Kurudziro yechigadzirwa
• 5. Mhedziso

1. Pfupiso yeAI edge computing

2. Basa reGPU muAI edge computing

GPU ine hunyanzvi hwakasimba hwekushandisa pakombiyuta yakafanana uye inoita basa guru mukushandisa AI edge computing. Semuenzaniso, zvinogona kutora masekondi akati wandei kuti maCPU echinyakare agadzirise mufananidzo une tsananguro yepamusoro, nepo maGPU achigona kupfupisa nguva kusvika kumamillisecond.

Kusiyana nekushandisa serial computing yemaCPU, parallel architecture yemaGPU inoshanda zvakanyanya pakugadzirisa data rakakura, uye inogona kushandisa zvinobudirira maalgorithms akaomarara eAI, ichipa rutsigiro rwedata nekukurumidza pakuita sarudzo dzakangwara mumashandisirwo emaindasitiri.

3. Dhizaini yekuvaka makomputa emaindasitiri eAI edge computing

Panyaya yekugadzirwa kwehardware, makombiyuta ekugadzira maindasitiri eAI ane GPU anoshanda pamwe chete neCPU, memory, storage nezvimwe zvikamu. CPU ine basa rekudzora nekugadzirisa masisitimu ese, nepo GPU ichinyanya kutarisa pakuverenga data rakakura. Memory inomhanyisa inoita kuti data rikwanise kutamiswa nekukurumidza pakati peGPU neCPU, uye kuchengetedza data rakakura kunoshandiswa kuchengetedza maAI models, data rekudzidzisa uye data rakawanda rekugadzira maindasitiri.

4. Kurudziro yechigadzirwa

Muenzaniso wechigadzirwa: MHEPO-500D

Iyi ikombiyuta yeAI edge computing industrial ine chigadzirwa cheGPU chakatangwa neAdvantech. Yakashongedzerwa neIntel Xeon-1700 series, inotsigira nzvimbo ina dzeDDR4 memory, uye inogona kutsigira 128G memory.

Inotsigira makadhi maviri eGPU anoshanda zvakanyanya ePCIe*16 350W, anogona kushandiswa pakufunga nezveAI zvakanyanya uye kudzidzisazve kugadzira sisitimu yehungwaru hwekugadzira ine simba.

Pamusoro pezvo, iyi komputa yeindasitiri inogona kugamuchira madhiraivha mana e2.5-inch solid-state uye inotsigira RAID 0/1 arrays. Ine nzvimbo yakakura yekuchengetedza data, kuchengetedzwa uye kuvimbika.

Simba remagetsi re1200W rakavakirwa mukati rinopa simba rakakwana uye rakagadzikana kune zvakawanda zvinoshanda zvakanaka mukati. Mudziyo uyu unotsigirawo manejimendi yeIPMI 2.0, uye kuvimbika nekuchengetedzwa zviri kuwedzera.

5. Mhedziso

Kushandiswa kwemakombiyuta ekugadzira maindasitiri eAI edge computing ane zvigadzirwa zveGPU mumunda wemaindasitiri kunobatsira kugadzira ruzivo rwakakwana rwemaindasitiri uye kunoisa hwaro hwakasimba hwekuvandudzwa kwakadzama kweIndustry 4.0.Pakati peizvi, maPC asina fan akakombama inopa kuvimbika kwakanyanya uye kushanda zvakanaka munzvimbo dzakaoma, zvichiita kuti kombiyuta igare yakasimba uye ichishanda zvakanaka.

Kune maindasitiri anoda mhinduro dzakasimba dzakagadzirwa, maPC eindasitiri akabatanidzwa dzakanakira maindasitiri ekugadzira otomatiki uye kugadzira zvinhu zvakangwara. Sekambani inovimbwa nayo mugadziri wemakomputa akaiswa mukati, SINSMART inopa mhinduro dzemakomputa dzemazuva ano dzakagadzirirwa zvinodiwa nemaindasitiri.

Pamusoro pezvo, makombiyuta e x86 akaiswa mukati inopa kugona kwakasimba kwekugadzirisa, zvichiita kuti zvinyatsokodzera mashandisirwo eIndustry 4.0. Kune mhinduro dzinoshandisa simba shoma, makombiyuta akabatanidzwa nePoE inobvumira kutumira data nemagetsi kuburikidza netambo imwe chete, zvichiita kuti zvive nyore kushandisa munzvimbo dzemaindasitiri.

Kune makambani ari kutsvaga komputa diki uye inoshanda zvakanyanya, Bhokisi rePC Advantech nhevedzano iyi inopa mhinduro dzakavimbika dzakagadzirwa kuti dzifambise otomatiki yakangwara uye kugadzirisa data mumashandisirwo emaindasitiri.