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Cluster pro kosmologická data
20. 3. 2023
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[av_heading heading=’Dodali jsme pro Central European Institute for Cosmology and Fundamental Physics (CEICO) – organizační složku Fyzikálního ústavu AV ČR, vysoce výkonný počítačový cluster s GPU pro interpretaci kosmologických dat pocházejících z vesmírného satelitu Evropské kosmické agentury a také sloužící k analýze dat z teleskopu, provozovaného členy CEICO.‘ 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=“ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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[av_heading heading=’Institut CEICO ‚ tag=’h3′ style=“ 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=“ 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=“ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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Projekt Central European Institute for Cosmology and Fundamental Physics – CEICO je institucí zřízenou v rámci Fyzikálního ústavu AV ČR. CEICO je mezinárodní výzkumná skupina zaměřená na vzájemné působení mezi kosmologií, gravitací a teorií strun. CEICO vzniklo v listopadu 2016 za finanční podpory Evropských strukturálních a investičních fondů a českých státních fondů Ministerstva školství, mládeže a tělovýchovy, Evropské rady pro výzkum a Grantové agentury ČR.
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[av_heading heading=’Zajímá vás blíže, čím se institut CEICO zabývá? Podívejte se na záznamy přednášek‘ tag=’h2′ style=’blockquote modern-quote‘ 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=’custom-color-heading‘ custom_font=’#ffffff‘ 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=“ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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[av_heading heading=’Počítačový cluster‘ tag=’h3′ style=“ 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=“ 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=“ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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Pro Fyzikální ústav AV ČR, resp. pro projekt CEICO, jsme dodali vysoce výkonný počítačový cluster s GPU – ten se tak stal součástí HPC (high performance computing) systému „Phoebe“, který od léta 2022 slouží mezinárodnímu týmu vědců z projektu CEICO.
Tento HPC systém interpretuje desítky terabajtů kosmologických dat pocházejících ze satelitu Planck Evropské kosmické agentury. Na Phoebe jsou rovněž ukládána a analyzována data z teleskopu, provozovaného členy laboratoře, a tato data jsou po očištění, díky robustnímu úložišti, bezpečně dále poskytována širší odborné komunitě.
Nejnáročnější třídou úloh, provozovaných na systému, jsou tzv. N-body simulace – tyto umožňují studium evoluce galaxií, jejich dynamiky a obecně přinášejí možnost verifikace modelů, objasňujících vznik vesmíru a naší galaxie.
Zajímavou úlohou, využívající výkonné grafické karty NVIDIA A100, jsou implementace algoritmů strojového učení – neuronová síť, trénující na datech získávaných generacemi astronomů, se na Phoebe učí rozpoznávat různé vesmírné struktury – urychlí tak zpracování stále zvyšujícího se množství dat z teleskopů na zemském povrchu či oběžné dráze.
Náročné maticové výpočty i bezprostřední komunikace mezi procesy je možná díky nízkolatenční výpočetní síti Infiniband, moderním procesorům AMD EPYC™ a akcelerátorům NVIDIA A100.
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[av_heading heading=’Dodaná infrastruktura‘ tag=’h1′ style=’blockquote modern-quote‘ 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=“ 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=“ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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osazeny CPU AMD Epyc generace Milan
(každý NODe 64 fyzický jader a 512GB operační paměti)
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každý disponuje 64 fyzickými jádry CPU, 2TB operační paměti a 8 GPU NVidia A100 80GB SXM4
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[av_animated_numbers number=’1280 výkonných fyzický výpočetních jader‘ start_from=“ 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-desktop-font-size-number=“ av-medium-font-size-number=“ av-small-font-size-number=“ av-mini-font-size-number=“ font_size_description=“ av-desktop-font-size-text=“ av-medium-font-size-text=“ av-small-font-size-text=“ av-mini-font-size-text=“ color=“ 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=“ sc_version=’1.0′ admin_preview_bg=“]
které má celý Compute Node cluster
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[av_animated_numbers number=’16 GPU NVIDIA karet‘ start_from=“ 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-desktop-font-size-number=“ av-medium-font-size-number=“ av-small-font-size-number=“ av-mini-font-size-number=“ font_size_description=“ av-desktop-font-size-text=“ av-medium-font-size-text=“ av-small-font-size-text=“ av-mini-font-size-text=“ color=“ 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=“ sc_version=’1.0′ admin_preview_bg=“]
jedná se o NVIDIA karty A100, které tak tvoří 110 592 CUDA jader, 6912 Tensor jader, celková GPU paměť 1280GB
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celkový výkon všech GPU v FP64
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[av_animated_numbers number=’2 Login Front-end servery ‚ start_from=“ 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-desktop-font-size-number=“ av-medium-font-size-number=“ av-small-font-size-number=“ av-mini-font-size-number=“ font_size_description=“ av-desktop-font-size-text=“ av-medium-font-size-text=“ av-small-font-size-text=“ av-mini-font-size-text=“ color=“ 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=“ sc_version=’1.0′ admin_preview_bg=“]
každý s výkonnými AMD CPU o základní frekvenci 3,5GHz a s celkovým počtem fyzický jader 32
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[av_heading heading=’Serverové procesory AMD‘ tag=’h3′ style=“ 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=“ 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=“ sc_version=’1.0′ admin_preview_bg=“][/av_heading]
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Procesory společnosti AMD řady EPYC™ 7003 jsou navrženy tak, aby zajistili bezproblémové fungování vašich aplikací. Na procesorech EPYC™ běží prakticky všechny aplikace x86, umožňují bezproblémovou migraci a bezproblémovou integraci do stávajících infrastruktur x86. Tyto procesory jsou vhodné pro virtualizaci, do hybridního cloudu nebo softwarově definované infrastruktury.
Procesory AMD jsou společně s technologií AMD 3D V-Cache™ nejvýkonnějšími serverovými procesory x86 pro technické výpočty – jsou navrženy tak, aby urychlily proces vývoje produktů a zvýšily produktivitu. Jedná se o první serverové procesory, které využívají skutečné 3D die stacking s použitím mědi, jejíž konstrukce je bez výstupů. Umožňuje tak 200× větší hustotu propojení ve srovnání se současnými 2D technologiemi a více než 15× větší hustotu propojení ve srovnání s jinými 3D technologiemi využívajícími pájecí výstupy.
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AMD EPYC™
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Zajímají vás bližší informace k procesorům AMD EPYC™? Podívejte se, jestli AMD řešení je to pravé pro vaši infrastrukturu.
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Reference
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