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Masarykova univerzita provozuje nejpokročilejší systém pro výpočty AI

29. 5. 2023

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[av_heading heading=’Masarykova univerzita se stala průkopníkem v oblasti umělé inteligence (AI) a výpočetní technologie díky instalaci nejnovějšího a nejvyspělejšího systému NVIDIA DGX H100. Jedná se o první zařízení tohoto typu v celém regionu, které přináší extrémní výpočetní sílu a inovativní možnosti pro výzkum.‘ tag=’h3′ style=’blockquote modern-quote modern-centered‘ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=“ av-desktop-font-size-title=“ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=“ av-desktop-font-size=“ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-desktop-font-size-1=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=’meta-heading‘ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ av-desktop-margin=“ av-desktop-margin_sync=’true‘ av-medium-margin=“ av-medium-margin_sync=’true‘ av-small-margin=“ av-small-margin_sync=’true‘ av-mini-margin=“ av-mini-margin_sync=’true‘ headline_padding=“ headline_padding_sync=’true‘ av-desktop-headline_padding=“ av-desktop-headline_padding_sync=’true‘ av-medium-headline_padding=“ av-medium-headline_padding_sync=’true‘ av-small-headline_padding=“ av-small-headline_padding_sync=’true‘ av-mini-headline_padding=“ av-mini-headline_padding_sync=’true‘ padding=’10‘ av-desktop-padding=“ av-medium-padding=“ av-small-padding=“ av-mini-padding=“ icon_padding=’10‘ av-desktop-icon_padding=“ av-medium-icon_padding=“ av-small-icon_padding=“ av-mini-icon_padding=“ link=“ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-li8ku1pi‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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[av_heading heading=’Kdo systém DGX H100 využívá‘ tag=’h3′ style=“ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=’25‘ av-desktop-font-size-title=“ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-desktop-font-size=“ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-desktop-font-size-1=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=“ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ av-desktop-margin=“ av-desktop-margin_sync=’true‘ av-medium-margin=“ av-medium-margin_sync=’true‘ av-small-margin=“ av-small-margin_sync=’true‘ av-mini-margin=“ av-mini-margin_sync=’true‘ headline_padding=“ headline_padding_sync=’true‘ av-desktop-headline_padding=“ av-desktop-headline_padding_sync=’true‘ av-medium-headline_padding=“ av-medium-headline_padding_sync=’true‘ av-small-headline_padding=“ av-small-headline_padding_sync=’true‘ av-mini-headline_padding=“ av-mini-headline_padding_sync=’true‘ padding=’0′ av-desktop-padding=“ av-medium-padding=“ av-small-padding=“ av-mini-padding=“ icon_padding=’10‘ av-desktop-icon_padding=“ av-medium-icon_padding=“ av-small-icon_padding=“ av-mini-icon_padding=“ link=’manually,http://‘ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-hzpo02r‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]

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Centrum CERIT-SC na Masarykově univerzitě a jejich nově instalovaný systém NVIDIA DGX H100 otevírají dveře k úzké spolupráci s vědci z celého regionu prostřednictvím e-INFRA CZ. Tato prestižní síť sdružuje přední výzkumná centra a instituce z České republiky, která se zaměřují na pokročilé výpočetní technologie a výzkum v oblasti umělé inteligence. V rámci projektu e-INFRA CZ jsme byli zapojeni již předchozími dodávkami infrastruktury, více zde.
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Centrum CERIT-SC je součástí národní e-infrastruktury, kterou představuje složitý systém vzájemně propojených síťových, výpočetních a úložných kapacit a souvisejících služeb pro výzkumnou komunitu České republiky. Svým zaměřením a nabídkou služeb doplňuje CERIT-SC další dvě složky národní e-infrastruktury – sdružení CESNET a superpočítačové centrum IT4Innovations.

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Vědci připojení k e-INFRA CZ budou mít přístup ke zdrojům NVIDIA DGX H100 na Masarykově univerzitě a budou moci využít její výpočetní kapacity pro své projekty. Tato spolupráce poskytne prostředí pro inovativní výzkum a vývoj v oblasti umělé inteligence a urychlí pokrok v oblastech jako strojové učení, analýza velkých dat a vývoj AI aplikací.
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e-INFRA CZ je unikátní e-infrastruktura pro výzkum a vývoj v ČR, která představuje transparentní prostředí poskytující komplexní kapacity a zdroje pro přenos, ukládání a zpracování vědeckých dat všem subjektům zabývajícím se výzkumem a vývojem bez ohledu na to, v jakém odvětví je provádí. Vytváří tak komunikační, informační, úložnou a výpočetní základnu pro výzkum a vývoj na národní i mezinárodní úrovni a poskytuje rozsáhlé ucelené portfolio služeb v oblasti ICT, bez nichž moderní výzkum a vývoj nemůže být realizován.

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✓ Trénování velkých modelů díky velké paměti karet
✓ Rychlejší zpracování velkých datasetů
✓ Možnost současně pracovat na více projektech

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✓ Analýza mluveného slova
✓ 3D rekonstrukce obrazu
✓ odhalování neurodegenerativních onemocnění

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✓ TensorFlow / Keras
✓ PyTorch / PyTorch Lighting
✓ CUDA, cuDNN

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[av_heading heading='“Nákup a instalace systému NVIDIA DGX H100 je důležitým milníkem pro CERIT-SC i celou infrastrukturu e-INFRA CZ. Tento systém posouvá naše možnosti v oblasti umělé inteligence na zcela novou úroveň a otevírá široké spektrum nových výzkumných možností pro naše studenty a vědce.“‚ tag=’h3′ style=’blockquote classic-quote classic-quote-right‘ subheading_active=’subheading_below‘ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=“ av-desktop-font-size-title=“ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=“ av-desktop-font-size=“ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-desktop-font-size-1=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=’meta-heading‘ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ av-desktop-margin=“ av-desktop-margin_sync=’true‘ av-medium-margin=“ av-medium-margin_sync=’true‘ av-small-margin=“ av-small-margin_sync=’true‘ av-mini-margin=“ av-mini-margin_sync=’true‘ headline_padding=“ headline_padding_sync=’true‘ av-desktop-headline_padding=“ av-desktop-headline_padding_sync=’true‘ av-medium-headline_padding=“ av-medium-headline_padding_sync=’true‘ av-small-headline_padding=“ av-small-headline_padding_sync=’true‘ av-mini-headline_padding=“ av-mini-headline_padding_sync=’true‘ padding=’10‘ av-desktop-padding=“ av-medium-padding=“ av-small-padding=“ av-mini-padding=“ icon_padding=’10‘ av-desktop-icon_padding=“ av-medium-icon_padding=“ av-small-icon_padding=“ av-mini-icon_padding=“ link=“ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-li96fune‘ sc_version=’1.0′ admin_preview_bg=“]
— RNDr. Lukáš Hejtmánek, Ph.D. —
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[av_iconlist_item title=’Tento systém je vybaven nejnovějšími GPU (grafickými procesory) NVIDIA H100, které poskytují až 10× větší výkon v porovnání s GPU NVIDIA A100 předchozí generace Ampere.‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li96one2′ sc_version=’1.0′]

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[av_iconlist_item title=’Nabízí extrémní výpočetní sílu až 32 PFLOPS (petaFLOPS), což z něj činí jedno z nejvýkonnějších řešení pro AI a výzkum na trhu.‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li96one2-43′ sc_version=’1.0′]

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[av_iconlist_item title=’Systém podporuje nejnovější frameworky a knihovny pro strojové a hluboké učení, jako je TensorFlow, PyTorch, Caffe a další, což umožňuje vědcům a výzkumníkům využívat širokou škálu nástrojů pro své projekty.‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li96one2-42′ sc_version=’1.0′][/av_iconlist_item]
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⁓

[/av_iconlist_item]
[av_iconlist_item title=’Jednou z výjimečných vlastností NVIDIA DGX H100 je jeho schopnost paralelního zpracování dat, které umožňuje rychlý vývoj a trénování složitých modelů umělé inteligence.‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li96r4e0′ sc_version=’1.0′]

⁓

[/av_iconlist_item]
[av_iconlist_item title=’NVIDIA DGX H100 podporuje vysokou propustnost paměti a rychlé přenosy dat, což umožňuje efektivní práci s velkými datasety a komplexními analýzami.‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li96rnwz‘ sc_version=’1.0′]

⁓

[/av_iconlist_item]
[av_iconlist_item title=’Systém je vybaven pokročilým chlazením a správou energie, což zajišťuje jeho spolehlivý provoz i při vysoké zátěži a přispívá k efektivnímu využití elektrické energie.‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li96rve0′ sc_version=’1.0′][/av_iconlist_item]
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H100 80GB SXM5
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[av_animated_numbers number=’135 168′ start_from=’55 926′ icon_select=’no‘ icon=’ue800′ font=’entypo-fontello‘ number_format=“ circle=“ circle_custom=“ circle_border_style=’none‘ circle_border_color=“ circle_bg_color=“ circle_border_width=“ circle_size=“ box_shadow=’none‘ box_shadow_style=’0px,0px,0px,0px‘ box_shadow_color=“ circle_mobile=“ font_size=“ av-medium-font-size-number=“ av-small-font-size-number=“ av-mini-font-size-number=“ font_size_description=“ av-medium-font-size-text=“ av-small-font-size-text=“ av-mini-font-size-text=“ color=’font-light‘ custom_color=’#444444′ custom_color_desc=’#444444′ timer=“ link=“ linktarget=“ sonar_effect_effect=“ sonar_effect_color=“ sonar_effect_duration=’1′ sonar_effect_scale=“ sonar_effect_opac=’0.5′ id=“ custom_class=“ template_class=“ av_uid=’av-7vu8s83′ sc_version=’1.0′ admin_preview_bg=“]
GPU jader
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GPU paměti
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8x NVIDIA H100 80 GB
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Dual 56-core 4th Gen Intel Xeon CPU
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32x 64 GB DDR5
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8x single-port ConnectX-7 VPI 400 Gb/s InfiniBand / 200Gb/s Ethernet

2x dual-port ConnectX-7 VPI 400 Gb/s InfiniBand / 200Gb/s Ethernet
[/av_image_spot]
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2x 1,92 TB NVMe M.2

8x 3,84 TB NVMe U.2
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10 Gb/s onboard NIC (RJ45)
50 GbE optional NIC
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RAM paměti
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NVMe pro OS
[/av_animated_numbers]

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NVMe pro data
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[av_heading heading=’Technická specifikace‘ tag=’h3′ style=“ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=’25‘ av-desktop-font-size-title=“ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-desktop-font-size=“ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-desktop-font-size-1=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=“ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ av-desktop-margin=“ av-desktop-margin_sync=’true‘ av-medium-margin=“ av-medium-margin_sync=’true‘ av-small-margin=“ av-small-margin_sync=’true‘ av-mini-margin=“ av-mini-margin_sync=’true‘ headline_padding=“ headline_padding_sync=’true‘ av-desktop-headline_padding=“ av-desktop-headline_padding_sync=’true‘ av-medium-headline_padding=“ av-medium-headline_padding_sync=’true‘ av-small-headline_padding=“ av-small-headline_padding_sync=’true‘ av-mini-headline_padding=“ av-mini-headline_padding_sync=’true‘ padding=’30‘ av-desktop-padding=“ av-medium-padding=“ av-small-padding=“ av-mini-padding=“ icon_padding=’10‘ av-desktop-icon_padding=“ av-medium-icon_padding=“ av-small-icon_padding=“ av-mini-icon_padding=“ link=’manually,http://‘ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-li9akt6j‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]

Systémy NVIDIA DGX nejsou jen špičkovým hardwarem, přicházejí i s inovativními vylepšeními pro snadnější správu infrastruktury a implementaci AI. Jsou vybaveny vyladěným prostředím Dockeru a operačním systémem DGX OS a kromě toho také nově nabízejí nástroj NVIDIA Base Command, který umožňuje efektivní správu celé infrastruktury. Tím se zjednodušuje nasazování a implementace AI aplikací pro výzkumné a vývojové týmy.

Dále je součástí systému i softwarový stack NVIDIA AI Enterprise (NVAIE), který poskytuje kompletní sadu nástrojů pro vývoj a optimalizaci AI aplikací. Tato kombinace technologií usnadňuje a urychluje proces vývoje a nasazení AI řešení v rámci celé infrastruktury.

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[av_iconlist_item title=’8x grafický procesor NVIDIA H100 s celkovou pamětí 640 gigabajtů pro GPU‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9aebgk‘ sc_version=’1.0′]
18x ppropojení NVIDIA NVLink na GPU, 900 GB/s obousměrné propustnosti mezi GPU.
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[av_iconlist_item title=’Dva procesory Intel Xeon Platinum 8480C, celkem 112 jader a 2 TB systémové paměti‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9ai4la‘ sc_version=’1.0′]
Výkonné procesory pro nejnáročnější úlohy umělé inteligence
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[av_iconlist_item title=’30 terabajtů NVMe SSD‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9ai4la-2′ sc_version=’1.0′]
Vysokorychlostní úložiště pro maximální výkon
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[av_iconlist_item title=’4x NVIDIA NVSwitch‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9afovc‘ sc_version=’1.0′]
7,2 terabajtů za sekundu obousměrné šířky pásma GPU-to-GPU, 1,5x více než u předchozí generace
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[av_iconlist_item title=’10x síťové rozhraní NVIDIA ConnectX-7 400 GB/s‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9ahd2c‘ sc_version=’1.0′]
1 TB/s špičkové obousměrné šířky pásma sítě
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[av_iconlist_item title=’Prostorově i energeticky efektivní řešení s vysokou hustotou výpočetního výkonu‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9ahd2c-3′ sc_version=’1.0′]
Velikost 8U (rack unit) a maximální spotřeba systému 10,2 kW při teoretickém výkonu 32 petaFLOPS

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[av_iconlist_item title=’Kompletní softwarová vrstva pro vývoj AI aplikací‘ icon=’ue812′ font=’entypo-fontello‘ heading_tag=“ heading_class=“ link=“ linktarget=“ linkelement=“ av_uid=’av-li9ahd2c-2′ sc_version=’1.0′]
AI Enterprise – optimalizovaná softwarová sada pro AI
Base Command – sw pro orchestraci, plánování a správu clusteru
Operační systém – DGX OS / Ubuntu / Red Hat Enterprise Linux / Rocky
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[av_heading heading=’NVIDIA GPU Cloud (NGC)‘ tag=’h3′ style=“ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=’25‘ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=“ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ padding=’0′ icon_padding=’10‘ headline_padding=“ headline_padding_sync=’true‘ link=’manually,http://‘ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-5wb2ldv‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]

NVIDIA GPU Cloud (NGC) představuje katalog Docker obrazů nejpoužívanějších prostředí pro vývoj machine learning a deep learning aplikací, HPC aplikací nebo vizualizaci akcelerovanou NVIDIA GPU kartami. Nasazení těchto aplikací je pak otázkou zkopírování odkazu na příslušný Docker obraz, jeho spuštění na DGX systému a stažení a spuštění v Docker kontejneru.

Jednotlivá vývojová prostředí — verze všech obsažených knihoven a frameworků, nastavení parametrů prostředí — jsou aktualizovaná a optimalizovaná NVIDIÍ pro nasazení na DGX systémech. https://ngc.nvidia.com/

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[av_heading heading=’Softwarová výbava‘ tag=’h3′ style=“ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=’25‘ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=“ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ padding=’0′ icon_padding=’10‘ headline_padding=“ headline_padding_sync=’true‘ link=’manually,http://‘ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-82qiub‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]

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Čím se nejvíce odlišují DGX systémy od bare-metal řešení je softwarová výbava. Všechny shodně nabízejí již předinstalovaná a především výkonově vyladěná prostředí pro strojové učení (např. Caffe, resp. Caffe 2, Theano, TensorFlow, Torch nebo MXNet) nebo intuitivní prostředí pro datové analytiky (NVIDIA Digits). To vše elegantně zabalené v Docker kontejnerech. Tyto neustále aktualizované kontejnery lze stáhnout na stránkách NVIDIA GPU Cloud (NGC).

Takto vyladěné prostředí poskytuje dle NVIDIE o 30% vyšší výkon pro aplikace v oblasti učení strojů proti aplikacím nasazeným jenom čistě na NVIDIA hardwaru. Hlavní výhodou předinstalovaného prostředí je ale rychlost nasazení, které se pohybuje v jednotkách hodin.
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[av_heading heading=’Podpora hardwaru i softwaru‘ tag=’h3′ style=“ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=’25‘ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=“ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ padding=’0′ icon_padding=’10‘ headline_padding=“ headline_padding_sync=’true‘ link=’manually,http://‘ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-3lkhdv‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]

Zásadní je softwarová podpora pro celé prostředí pro případ, že něco nefunguje tak, jak má. Zákazník má k dispozici stovky vývojářů připravených pomoci. Podpora je součástí nákupu všech systémů NVIDIA DGX. Je k dispozici na 3 – 5 let a po skončení této doby je možné ji dále prodloužit.
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[av_heading heading=’Společnost M Computers zastupuje společnost NVIDIA na českém trhu v Enterprise oblasti výpočetních akcelerátorů a AI systémů. ‚ tag=’h3′ style=’blockquote modern-quote modern-centered‘ subheading_active=’subheading_below‘ show_icon=“ icon=’ue800′ font=“ size=’25‘ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=’custom-color-heading‘ custom_font=“ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ padding=’10‘ icon_padding=’10‘ headline_padding=“ headline_padding_sync=’true‘ link=’manually,http://‘ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-6kpue9v‘ sc_version=’1.0′ admin_preview_bg=“]
Jako první společnost ve střední a východní Evropě získala nějvýšší status ELITE PARTNER a zároveň i dvě ocenění NVIDIA AI Innovator a NVIDIA AI Champion.
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Testování

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Pro otestování výkonnosti a především rychlosti nasazení ML a AI aplikací máme k dispozici nejenom systémy NVIDIA DGX Station A100 a v rámci NVIDIA Tesla Test Drive programu také akcelerátory NVIDIA H100, A100, A30 a další, ale i demo licence pro virtualizaci GPU (vGPU) a softwarové prostředí pro jednoduché nasazení AI aplikací – NVIDIA AI Enterprise (NVAIE). V případě Vašeho zájmu o testování prosím vyplňte tento formulář.
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[av_contact title=“ button=’Odeslat‘ on_send=“ sent=’Váš zájem o testování byl odeslán.‘ link=’manually,http://‘ with_errors=“ captcha=“ captcha_theme=’light‘ captcha_size=’normal‘ captcha_score=’0.5′ email=’[email protected]‘ from_email=“ subject=’Testování NVIDIA DGX produktů‘ autoresponder_email=’[email protected]‘ autoresponder_reply_to=“ autoresponder_subject=“ autorespond=’Mám zájem o testování NVIDIA DGX produktů‘ autorespond_after=“ form_align=“ color=“ heading_tag=“ heading_class=“ alb_description=“ id=“ custom_class=“ template_class=“ aria_label=“ av_uid=’av-1jx5ur‘ sc_version=’1.0′ admin_preview_bg=“]
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[av_image src=’https://mcomputers.algaweb.site/wp-content/uploads/2021/07/kamca-edit.png‘ attachment=’17775′ attachment_size=’full‘ copyright=“ caption=“ styling=“ align=’center‘ font_size=“ overlay_opacity=’0.4′ overlay_color=’#000000′ overlay_text_color=’#ffffff‘ animation=’no-animation‘ hover=“ appearance=“ link=“ target=“ title_attr=“ alt_attr=“ lazy_loading=’disabled‘ id=“ custom_class=“ template_class=“ av_element_hidden_in_editor=’0′ av_uid=’av-28v7stf‘ sc_version=’1.0′ admin_preview_bg=“][/av_image]

Kamila Jeřábková

Product Manager NVIDIA

M: 734 161 516
[email protected]

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[av_heading heading=’NVIDIA nabízí na DGX systémy speciální cenové akce a programy pro oblasti vzdělávání (EDU) nebo start-up společností. Díky mezinárodní spolupráci mezi NVIDIA a IBM Global Financing je na modely DGX k dispozici zvýhodněné financování formou operativního leasingu.‘ tag=’h3′ style=’blockquote modern-quote‘ subheading_active=“ show_icon=“ icon=’ue800′ font=’entypo-fontello‘ size=’25‘ av-medium-font-size-title=“ av-small-font-size-title=“ av-mini-font-size-title=“ subheading_size=’15‘ av-medium-font-size=“ av-small-font-size=“ av-mini-font-size=“ icon_size=“ av-medium-font-size-1=“ av-small-font-size-1=“ av-mini-font-size-1=“ color=’custom-color-heading‘ custom_font=’#ffffff‘ subheading_color=“ seperator_color=“ icon_color=“ margin=“ margin_sync=’true‘ padding=’0′ icon_padding=’10‘ headline_padding=“ headline_padding_sync=’true‘ link=“ link_target=“ id=“ custom_class=“ template_class=“ av_uid=’av-1gd9n6r‘ sc_version=’1.0′ admin_preview_bg=“][/av_heading]

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Reference

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