Zviri Mukati[Viga][Ratidza]
Cloud GPUs iri kudiwa zvakanyanya sezvo matekinoroji matsva akadai sekudzidza kwakadzama, AI, uye kudzidza kwemichina kunobuda.
GPUs (Graphics Processing Units) inyanzvi processors inogadzirwa kubata yakakura data seti uye yakaoma computations inodiwa pazviitiko zvakaita semifananidzo yemakomputa nemitambo. Ivo zvino vakakosha kumunda we chakagadzirwa njere (AI) zvakare, zvakadaro, sekunonoka.
MaCPU echinyakare (Central Processing Units) haakwanise kuzadzisa zvinodiwa sezvo maAI mamodheru achida huwandu hwakakura hwesimba rekombuta kudzidzisa nekumhanya.
Kune rimwe divi, sezvo akavakwa kuti atsigire kuenderana kugadziridzwa, maGPU anoshanda zvakanyanya pakubata hukuru hwe data uye yakaoma computations inodiwa pakuita kweAI.
Kana iwe uri mu tech, unofanirwa kunge wakanzwa nezve Cloud GPU masevhisi. Kune avo, vasingazoteveri.
Sevhisi-yakavakirwa gore inopa vashandisi mukana wepamhepo kune zvine simba GPU zviwanikwa inozivikanwa segore GPU sevhisi yeAI. Panzvimbo pekuda kutenga nekuchengetedza yavo yeGPU Hardware, masevhisi aya anogonesa vatengi kuhaya zviwanikwa zveGPU sezvinodiwa.
Izvi zvinoita kuti zvive nyore kuti vanhu nemasangano vashandise maGPUs 'kugadzirisa simba pasina kuita yakakura mari yekutanga kana kubhadhara mari yekuenderera mberi yekugadzirisa.
Ruzhinji rwemafu GPU masevhisi eAI anopa akawanda akasiyana maGPU sarudzo, kusanganisira akati wandei mamodheru uye zvigadziriso uye kuchinjika kukwira kumusoro kana pasi sezvinodiwa. Iwe unogona ikozvino kusarudza yakanakira GPU zviwanikwa kune yavo yakasarudzika zvavanoda uye mapurojekiti nekuda kwesevhisi iyi.
Pamusoro pezvo, masevhisi anowanzo kuuya nemamwe masimba anosanganisira networking, kuchengetedza, uye maturusi esoftware kubatsira vatengi mumapurojekiti avo eAI. Mune ino post, isu tichatarisa iyo yepamusoro gore GPU masevhisi eAI.
1. Linode
Linode inopa maGPU pakuda kwemabasa akawanda senge vhidhiyo kugadzirisa, sainzi komputa, machine learning, unyanzvi hwokugadzira, nezvimwewo.
Inopa GPU-optimized virtual machines (VMs) inomhanya paNVIDIA Quadro RTX 6000, Tensor, uye RT cores uye inoshandisa CUDA kugona kuita. kudzidza zvakadzika, ray yekuronda mitoro yebasa, uye kuverenga kwakaoma.
Nekushandura mari yako yemari kuita mari yekushandisa, unogona kushandisa Linode GPU's GPU kugona uye kukosha chaiko kwegore.
Pamusoro pezvo, Linode inokusunungura kubva mukunetseka nezve Hardware kuti iwe ugone kutarisisa hunyanzvi hwako hwakasimba.
NeLinode GPUs, zvave kugoneka kuzvishandisa kune zvikumbiro zvemhando yepamusoro senge vhidhiyo kutenderera, hungwaru hwekugadzira, uye kudzidza muchina.
Uye zvakare, zvichienderana nehuwandu hwesimba rekugadzirisa rinodiwa kune rinotarisirwa mabasa, unogona kugamuchira anosvika makadhi mana pachiitiko chimwe nechimwe.
Pricing
Mitengo inotangira pamadhora 1.5/awa kune yakatsaurirwa RTX6000 GPU chirongwa. Tanga neLinode mahara.
2. Yakanyanya AI
Vast AI inzvimbo yemusika yepasi rose iyo vashandisi vanogona kuhaya isingadhure maGPU kuti ishandiswe mupamusoro-inoshanda komputa.
Ivo vanodzikisa mutengo we computationally inorema mabasa nekugonesa mauto kuhaya yavo GPU hardware, zvichiita kuti vashandisi vashandise yavo yekutsvaga online turusi kuwana mitengo yakachipa yemakomputa zvinoenderana nezvavanoda uye kuita mirairo kana kutanga SSH yekubatanidza.
Ivo vanopa SSH zviitiko, Jupyter zviitiko neJupyter GUI, kana yekuraira-chete zviitiko, uye inoratidza yakatwasuka. user interface.
Iyo yakadzika yekudzidza kuita basa (DLPerf), iyo inofanotaura inofungidzirwa yakadzama yekudzidza basa kuita, inopihwa zvakare.
Iwo masisitimu anoshandiswa neVast AI ari Ubuntu-based uye haape ari kure desktops. Ivo zvakare vanoshanda zviitiko zvinowanikwa pakudiwa kwemubhadharo wakatarwa nemugamuchiri.
Pricing
Mitengo inotangira pamadhora 0.80/awa ye4x RTX A6000.
3. AWS uye NVIDIA
Pamwe chete, AWS neNVIDIA vari kugara vachiunza GPU-based mhinduro dzinokwanisika, dzinochinjika, uye dzine simba.
Inosanganisira NVIDIA GPU-powered Amazon EC2 zviitiko uye masevhisi seAWS IoT Greengrass inoisa neNVIDIA Jetson Nano modules.
Kune chaiwo nzvimbo dzekushandira, muchina kudzidza (ML), Internet Yezvinhu (IoT) masevhisi, uye yepamusoro-inoshanda komputa, vashandisi vanoshandisa AWS neNVIDIA. Scalable performance inopihwa neNVIDIA GPUs inosimbisa Amazon EC2 zviitiko.
Pamusoro pezvo, shandisa AWS IoT Greengrass kubatanidza NVIDIA-yakavakirwa kumucheto zvishandiso kune iyo AWS gore masevhisi.
Amazon EC2 P4d zviitiko zvinofambiswa neNVIDIA A100 Tensor Core GPUs, iyo inopa iyo indasitiri yakaderera latency network uye yakanyanya kupfuura.
Zvakafanana neizvi, kune mamwe mamiriro akasiyana anowanikwa kune mamwe mamiriro, seAmazon EC2 P3, Amazon EC2 G4, nezvimwe.
Pricing
Unogona kunyorera bvunzo dzemahara uye ndapota taura nemutengesi wemitengo yayo.
4. Paperspace CORE
A CORE inzvimbo yakanyatsogadziriswa gore GPU chikuva chakagadzirwa nePaperspace inopa yakatwasuka, inodhura-inoshanda, uye inomhanyisa komputa kune akasiyana maapplication.
Shandisa iyo yekucheka-kumucheto yakakwirisa komputa zvivakwa zvinopihwa nePaperspace CORE kuti ikurumidze kuita sangano. Nekukurumidza kukwira, maturusi ekubatana, uye desktop maapplication eMac, Linux, uye Windows, inopa mushandisi-ane hushamwari uye asina kuomesesa interface.
Ishandise kuita zvirongwa zvinoda pahuwandu husingagumi hwesimba rekugadzirisa. CORE inopa yakanyanya-inokurumidza network, kukurumidza kupa, tsigiro ye3D maapplication, uye yakazara API yechirongwa chekuwana.
Iine iri nyore kushandisa uye intuitive GUI, tora mufananidzo wakakwana wezvivakwa zvako munzvimbo imwechete.
Pamusoro pezvo, wana yakanakisa kutonga nekuda kweiyo CORE's manejimendi interface, iyo inopa maturusi ane simba uye inokugonesa kusefa, kuronga, kubatanidza, kana kugadzira michina, network, uye vashandisi.
Pricing
Mitengo inotangira pamadhora 0.45/awa kune yakatsaurirwa M4000 GPU.
5. Alibaba Elastic GPU Sevhisi
Alibaba Elastic GPU Sevhisi (EGS) inoshandisa GPU tekinoroji kuendesa inofanana uye ine simba yekugadzirisa kugona. Zvishandiso zvakawanda, zvinosanganisira kugadziridzwa kwevhidhiyo, kuona, komputa yesainzi, uye kudzidza kwakadzama, zvakarikodzera.
EGS inoshandisa akati wandei eGPUs, kusanganisira AMD FirePro S7150, NVIDIA Tesla M40, NVIDIA Tesla V100, NVIDIA Tesla P4, uye NVIDIA Tesla P100.
Iwe uchave nekuwana zvakanakira kusanganisira online kudzidza kwakadzama inference masevhisi uye kudzidziswa, chiziviso chemukati, mufananidzo uye kuzivikanwa kwezwi, HD midhiya kukodha, vhidhiyo musangano, sosi firimu rekudzorera, uye 4K/8K HD live.
Wana dzimwe nzira dzakadai sekupa vhidhiyo, computational finance, kufanotaura kwemamiriro ekunze, kudhumhana simulation, genetic engineering, non-linear editing, kure kure dzidzo yekushandisa, uye engineering dhizaini, zvakare.
Pricing
Inopa muyedzo wemahara uye kubhadhara-se-iwe-enda kunyoreswa chirongwa, zvinoreva kuti iwe chete ndeapi mamiriro kana maGPU aunoshandisa.
6. Genesis Cloud
Genesis Cloud inopa inodhura-inoshanda gore GPU chikuva. Ivo vari kushanda pamwe chete neakawanda anoshanda data nzvimbo pasi rese kupa akasiyana siyana ekushandisa.
Genesis Cloud inopa huwandu hwakawanda hwezvinhu zvinobatsira pasina muripo wekuwedzera, zvinosanganisira snapshots yekutsigira basa rako, mapoka edziviriro etiweki traffic, mavhoriyamu ekuchengetedza emaseti makuru edata, FastAI, PyTorch, preset mifananidzo, uye yeruzhinji TensorFlow API.
Vanomhanyisa computation nerubatsiro rweNVIDIA GeForce RTX 3090, RTX 3080, RTX 3060 Ti, uye GTX 1080 Ti matekinoroji mune yavo makore GPU zviitiko.
Iwe unogona kushandisa simba reGPU komputa kugadzira mafirimu ane animated kana chitima neural networks.
Pricing
Mitengo inotangira pamadhora 1.30/awa yeNVIDIA® GeForce™ RTX 3090.
7. Google Cloud GPU
Google Cloud Platform (GCP) inopa akati wandei eGPU zviitiko zvinogona kushandiswa kukurumidza kuita senge muchina kudzidza, kudzidza kwakadzama, uye yakakwirira-performance computing (HPC).
Kuburikidza nezviitiko zveGPU izvi, izvo zvinotsigirwa neNVIDIA, AMD, uye Intel GPUs, zvinokwanisika kuwana CUDA uye cuDNN maraibhurari, ayo anogara achishandiswa kuGPU-inomhanyisa komputa.
Nekuda kwekugadziriswa kwemuchina, mitengo inochinjika, uye huwandu hukuru hweGPU mikana, HPC inogona kuwedzera kugadzira.
Uyezve, inogona kukubatsira kurerutsa basa rako. Pakati pemaGPU avanopa iNVIDIA K80, P4, V100, A100, T4, uye P100. Ingori nhamba diki yenzvimbo dzakapararira munzvimbo dzakasiyana dzinokwanisa kuwana maGPU.
Pricing
Mutengo uchasiyana zvichienderana nedunhu, iyo GPU yaunosarudza, uye mhando yemuchina. Kune iyo NVIDIA A100, mitengo inotangira pamadhora mazana matatu nemakumi mapfumbamwe nematatu paGPU.
8. NVIDIA GPU Cloud
Iyo NVIDIA GPU Cloud (NGC) ipuratifomu-yakavakirwa gore inopa vashandisi mukana kune akasiyana-siyana eGPU-inomhanyisa software, senge maturusi ekuona, zvirongwa zveHPC, uye. kudzidza zvakadzika masystems.
Vagadziri, data masayendisiti, uye vaongorori vanogona ikozvino kushandisa nyore komputa simba reNVIDIA GPU mugore pasina kunetseka nezve zvivakwa kana kuchengetedza kunodiwa kushandisa maapplication avo nekuda kweNGC.
Raibhurari ye pre-yakagadzirirwa software midziyo inosanganisirwa neNGC uye inogona kukurumidza kuiswa pane akati wandei. gore kadambari zvivakwa, zvinosanganisira Amazon Web Services, Google Cloud Platform, uye Microsoft Azure.
Kuwana NGC kunopawo vashandisi mukana kune yakadzama yekudzidza papuratifomu yeNVIDIA, iyo inouya nehuwandu hwezvirongwa uye zviwanikwa zvekugadzira nekuita zvakadzika modhi yekudzidza, kusanganisira TensorRT, cuDNN, uye CUDA-X AI.
Pricing
Zvichienderana nemasevhisi uye zviwanikwa zvaunoshandisa, iyo NVIDIA GPU Cloud's (NGC) mutengo unoshanduka. Nepo mamwe masevhisi eNGC, senge yakadzama yekudzidza software stack, akasununguka kushandisa, mamwe, senge HPC application midziyo, anogona kubhadharisa mutengo. Ndokumbira utarise iyo NGC catalog.
9. Lambda GPU Cloud
Lambda inopa makore GPU zviitiko zveyakadzama yekudzidza modhi yekudzidziswa uye scalability kubva kune imwechete yemuviri komputa kuenda kune akawanda chaiwo muchina.
Kubva pane dashboard, kurumidza kuwana muchina wega wega wakasarudzika Jupyter Notebook programming environment. Kuti uwane zvakananga, shandisa SSH zvakananga neimwe yeSSH kiyi kana batanidza kuburikidza neWebhu Terminal pane gore dashboard.
Iyo yakawanda yegumi Gbps yekubatanidza-node yekubatanidza inotsigirwa nemuenzaniso wega wega, ichibvumira kugoverwa kudzidziswa uchishandisa masisitimu akaita seHorovod.
Kukwidza huwandu hweGPUs pane imwe kana akati wandei mamiriro anogona kubatsira kukurumidza kugadzirisa modhi. Iyi puratifomu inotsigira maGPU zviitiko kubva kuNVIDIA RTX 6000, Quadro RTX 6000, uye Tesla V100s.
Pricing
Mitengo inotangira pa $1.10/awa yeNVIDIA A100.
10. IBM Cloud GPU
Iyo IBM Cloud GPU inoshandisa network yakapararira pasi rose yenzvimbo dzedata kupa inochinjika sevha sarudzo maitiro uye yakatsetseka yekubatanidza neIBM gore rekuvaka, APIs, uye maapplication.
NeIntel Xeon 4210, Xeon 5218, uye Xeon 6248 GPU zviitiko, inopa isina-simbi Server GPU sarudzo.
Iwe unogona kuita yakakwira-kuita, latency-sensitive, yakasarudzika, uye yakajairwa mitoro yebasa zvakananga pane server hardware uchishandisa isina-simbi kesi, sezvavaigona ne-on-premise GPUs.
Kune yavo isina-simbi sevha sarudzo, ivo vanopawo zviitiko neNVIDIA T4 GPUs uye Intel Xeon processors inosvika makumi mana cores, pamwe nezviitiko zveavo chaiwo sevha dzimwe nzira neNVIDIA V40 uye P100 modhi.
Pricing
Mitengo inotanga pa $514/mwedzi yeIntel Xeon4110.
mhedziso
Chekupedzisira, akanakisa gore reGPU masevhisi eAI ndeaya anopa akasimba eGPU zviwanikwa, zvinochinjika mutengo sarudzo, uye nyore kuyera.
Ese emakambani anopa maGPU zviitiko zveAI basa rekutakura-AWS, NVIDIA, IBM, uye GCP-ane mitsetse yakanaka yechigadzirwa maererano nekuita uye kushanda.
Sarudzo yakanakisa inozopedzisira yatemerwa nezvaunoda zvakasarudzika, zvimhingamipinyi zvemari, zvivakwa zvagara zviripo, uye zvaunofarira zvevatengesi.
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