SambaNova Systems
SambaNova iAI hardware uye software kambani ine Reconfigurable Dataflow machipisi uye yakazara-stack chikuva chakavakirwa kuti imhanye hombe AI modhi zvinobudirira.
Pfupiso
It matters because it offers an alternative to GPUs with a different architecture optimized for the way AI models actually move data.
Kudzika Kwakadzika
Yakavambwa muna 2017 naStanford purofesa Kunle Olukotun, Rodrigo Liang, naChristopher Re, SambaNova inogara muPalo Alto uye yakave imwe yeakanyanya kupihwa mari AI chip kutanga. Panzvimbo pekutengesa machipisi mbishi, yagara ichiendesa AI seyakazara system kana sevhisi. Yayo Reconfigurable Dataflow Unit (RDU) processors uye SN40L chip pair compute ine hombe yendangariro saka mahombe mamodheru anokwana pasina anogara achidhudhudzira data. SambaNova inosimudzira 'dataflow' dhizaini iyo inomepu yeAI modhi yecomputing graph yakananga pane Hardware. Muna 2024-2025 yakasendamira mukukurumidza kufungidzira neSambaNova Cloud, ichitambira mahombe akavhurika modhi uye kusimbisa kugona kushandura nekukurumidza pakati pemamodheru akawanda pane imwechete hardware.
Technical Insight
Mazhinji processors anotora mirairo batch rimwe panguva. Iyo dataflow architecture pachinzvimbo inoisa iyo AI modhi yese kutevedzana kwekushanda sepombi uye inoyerera data kuburikidza nayo, ichideredza kutambisa kufamba kuenda nekubva mundangariro. SambaNova's machipisi anosanganisa iyi netiered memory system, inosanganisira yakakwira-bandwidth uye yakakura-yekuyeuka, saka mamodheru akakura kwazvo uye akawanda akasiyana modhi anogona kubatwa akagadzirira uye kushumirwa nehunyanzvi hwepamusoro.
Strategic Impact
Vendor strategy
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mutengo uye bhajeti
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Ngozi uye kuchengeteka
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Ramangwana reSambaNova Systems
SambaNova iri kuzvimisikidza kune vebhizinesi uye vatengi vehurumende vanoda kumhanyisa mamodheru akavhurika pachivande uye chinja pakati pavo zvakachipa. Tarisira kuenderera mberi kutarisisa pakuita basa rekufungidzira, hukuru hwekurangarira hunyanzvi hwetiriyoni-parameter uye musanganiswa-we-nyanzvi modhi, uye-panzvimbo yekuendesa kumasangano ane yakasimba data mitemo. Kubudirira kwayo kunoenderana nekuhwina vatengi kure neGPU ecosystem uye kuratidza yayo software stack iri nyore kutora.
Real-World Implementation
Kumhanyisa akawanda mahombe akavhurika modhi pane imwe system uye kushandura pakati pavo nekukurumidza kune akasiyana bhizinesi mabasa
Kuendesa yakavanzika AI pane-zvivakwa kumabhangi uye masangano ehurumende ane yakasimba data-chengetedzo zvinodiwa
Kushandira mamodheru akavhurika akadai seLlama pakumhanya kwakanyanya kuburikidza neSambaNova Cloud
Kusimbaradza sainzi uye yenyika-rabhoritari mitoro inoda ndangariro hombe yemhando huru
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Ramba Uchiongorora
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the SambaNova Systems quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Gaidhi rinotevera
Cruise Self-Driving Systems
Mibvunzo inowanzo bvunzwa
What is SambaNova Systems?
SambaNova iAI hardware uye software kambani ine Reconfigurable Dataflow machipisi uye yakazara-stack chikuva chakavakirwa kuti imhanye hombe AI modhi zvinobudirira. Izvo zvine basa nekuti inopa imwe nzira kune maGPU ane akasiyana dhizaini yakagadziridzwa nzira yeAI modhi inofambisa data.
Ndeipi yakakosha kuvaka iyo SambaNova inoshandisa machipisi ayo?
SambaNova's Reconfigurable Dataflow Units mepu yeAI modhi's computation graph pane Hardware uye kuyerera data kuburikidza nayo.
Iyo dataflow architecture inosiyana sei kubva kune yakajairwa processor?
Dhizaini yedhizaini inoisa mashandiro emuenzaniso sepombi uye kuyerera data kuburikidza, kucheka nzendo dzakaraswa kuenda nekubva mundangariro.
Chii chakasimbisa SambaNova muna 2024-2025 neSambaNova Cloud?
SambaNova Cloud yakatarisana nepamusoro-kumhanya inference uye kugona kushandura nekukurumidza pakati peakawanda mahombe akavhurika modhi pane imwechete hardware.
Nei SambaNova ichibatanidza komputa yayo nehuwandu hukuru hwekurangarira?
Yakakura, ine tiered ndangariro inoita mamodheru akakura kwazvo uye akawanda mamodheru arambe akaremerwa uye akagadzirira, achideredza kusashanda kwe data kufamba.
Ndeupi rudzi rwemutengi wakasimba kuenderana neSambaNova's pane-nzvimbo masisitimu?
Mabhangi, masangano ehurumende, uye maLab ane zvakaomesesa-data-chengetedzo zvinodiwa zvakangofanana nekumhanyisa mamodheru ane simba pachivande paSambaNova Hardware.