{"id":36879,"date":"2022-02-28T15:02:42","date_gmt":"2022-02-28T14:02:42","guid":{"rendered":"https:\/\/mcomputers.cz\/products-and-services\/nvidia\/ai-enterprise\/"},"modified":"2025-07-24T09:58:51","modified_gmt":"2025-07-24T08:58:51","slug":"ai-enterprise","status":"publish","type":"page","link":"https:\/\/mcomputers.cz\/en\/products-and-services\/nvidia\/ai-enterprise\/","title":{"rendered":"AI Enterprise"},"content":{"rendered":"<div id='av_section_1'  class='avia-section av-djoiw5k-98e2045ae4a2438442e1e1e7981e9de9 main_color avia-section-default avia-no-border-styling  avia-builder-el-0  el_before_av_section  avia-builder-el-first  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<section  class='av_textblock_section av-m1g3sz8k-629114e926a8394e1b7bfeea1cb22de5 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h2>NVIDIA AI Enterprise<\/h2>\n<p>NVIDIA AI Enterprise is a comprehensive suite of artificial intelligence and data analytics software,<br \/>\nthat is optimized, certified and supported by NVIDIA to run on VMware vSphere alongside NVIDIA-Certified Systems.<br \/>\nIt includes technologies for rapid deployment, management and scaling of AI computing in the modern hybrid cloud.<\/p>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-d538548-08b77bd34894cd1791caf615b6e5f259\">\n#top .hr.hr-invisible.av-d538548-08b77bd34894cd1791caf615b6e5f259{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-d538548-08b77bd34894cd1791caf615b6e5f259 hr-invisible  avia-builder-el-2  el_after_av_textblock  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div><div id='av_section_2'  class='avia-section av-6nwkht4-93f378654d716d8e0f1ba4216dbe5856 main_color avia-section-default avia-no-border-styling  avia-builder-el-3  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-6eu08i0-a8d9277a79d4e6997f2ce27a040a87d5 av_one_third  avia-builder-el-4  el_before_av_two_third  avia-builder-el-first  first flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5lg0yiw-bf6ad260e89e4022f853c62b96d4b0ca\">\n#top .hr.hr-invisible.av-5lg0yiw-bf6ad260e89e4022f853c62b96d4b0ca{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-5lg0yiw-bf6ad260e89e4022f853c62b96d4b0ca hr-invisible  avia-builder-el-5  el_before_av_textblock  avia-builder-el-first '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-m1g3xpdl-b58cf87a933c9bb222d824bb7adbf7ee '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h3>Benefits of NVIDIA AI Enterprise<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l02h9m6g-0cfb71448b7edaa1a57814e872754dd9 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>NVIDIA AI Enterprise is a comprehensive enterprise platform optimized for AI computing. This integrated platform provides a best-in-class AI software suite &#8211; <strong>NVIDIA AI Enterprise Suite<\/strong>, optimized and exclusively certified for the industry&#8217;s leading virtualization platform &#8211; <strong>VMware vSphere<\/strong>.<\/p>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l02h9swy-39db71193970bfebf5353c99cf57881b '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>This platform, which can only run on <strong> NVIDIA-Certified Systems<\/strong>, significantly accelerates the pace at which developers can develop AI applications, while enabling organizations to scale modern computing workloads on the same VMware vSphere infrastructure they have already invested in.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-2ql7rxk-f64f9af37a35dde406cea93898bd2a77 av_two_third  avia-builder-el-9  el_after_av_one_third  avia-builder-el-last  flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-sub-av-l02avyys-7f9b04d9c35e81adfe444815b91ed554\">\n.av-hotspot-image-container .av-image-hotspot.av-l02adioc-e5eceb30512f35b950b6cdfdfebd94ff{\ntop:84.4%;\nleft:61%;\n}\n.av-hotspot-image-container .av-image-hotspot.av-l02agc40-70b26b236ebc3c63461bd6a1f1986edc{\ntop:67.5%;\nleft:63.9%;\n}\n.av-hotspot-image-container .av-image-hotspot.av-l02ar0n9-a293841c9e9e6ececd4d7c0f741e974a{\ntop:52.5%;\nleft:33.6%;\n}\n.av-hotspot-image-container .av-image-hotspot.av-l02avs1r-d2c4fca2e15d142182a510fe470bbd53{\ntop:39.4%;\nleft:33.6%;\n}\n.av-hotspot-image-container .av-image-hotspot.av-l02an2y3-df0a21277c61fdcf0645da1a807ea2f4{\ntop:18.1%;\nleft:33.6%;\n}\n.av-hotspot-image-container .av-image-hotspot.av-l02aiatw-a8f6580e224bd01cfacb0ee15ab233e8{\ntop:16.1%;\nleft:6.3%;\n}\n<\/style>\n<div  class='av-hotspot-image-container av-l02avyys-7f9b04d9c35e81adfe444815b91ed554  avia-builder-el-10  avia-builder-el-no-sibling  av-hotspot-numbered av-mobile-fallback-active  av-non-fullwidth-hotspot-image'  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class='av-hotspot-container'><div class='av-hotspot-container-inner-cell'><div class='av-hotspot-container-inner-wrap'><div class='av-image-hotspot av-l02adioc-e5eceb30512f35b950b6cdfdfebd94ff av-image-hotspot-1 ' data-avia-tooltip-position='top' data-avia-tooltip-alignment='left' data-avia-tooltip-class='av-tt-default-width av-tt-pos-above av-tt-align-left  av-mobile-fallback-active  main_color av-tt-hotspot' data-avia-tooltip='&lt;p&gt;Accelerated systems with Nvidia GPUs and network elements&lt;\/p&gt;\n'><div class='av-image-hotspot_inner'>1<\/div><div class='av-image-hotspot-pulse'><\/div><\/div><div class='av-image-hotspot av-l02agc40-70b26b236ebc3c63461bd6a1f1986edc av-image-hotspot-2 ' data-avia-tooltip-position='top' data-avia-tooltip-alignment='left' data-avia-tooltip-class='av-tt-default-width av-tt-pos-above av-tt-align-left  av-mobile-fallback-active  main_color av-tt-hotspot' data-avia-tooltip='&lt;p&gt;Hypervisor for management and orchestration of virtualized environments&lt;\/p&gt;\n'><div class='av-image-hotspot_inner'>2<\/div><div class='av-image-hotspot-pulse'><\/div><\/div><div class='av-image-hotspot av-l02ar0n9-a293841c9e9e6ececd4d7c0f741e974a av-image-hotspot-3 ' data-avia-tooltip-position='top' data-avia-tooltip-alignment='left' data-avia-tooltip-class='av-tt-default-width av-tt-pos-above av-tt-align-left  av-mobile-fallback-active  main_color av-tt-hotspot' data-avia-tooltip='&lt;p&gt;Software for infrastructure optimization&lt;\/p&gt;\n&lt;h3 class=&quot;av-special-heading-tag &quot;&gt;&lt;\/h3&gt;\n'><div class='av-image-hotspot_inner'>3<\/div><div class='av-image-hotspot-pulse'><\/div><\/div><div class='av-image-hotspot av-l02avs1r-d2c4fca2e15d142182a510fe470bbd53 av-image-hotspot-4 ' data-avia-tooltip-position='top' data-avia-tooltip-alignment='left' data-avia-tooltip-class='av-tt-default-width av-tt-pos-above av-tt-align-left  av-mobile-fallback-active  main_color av-tt-hotspot' data-avia-tooltip='&lt;p&gt;Drivers and tools for running containers&lt;\/p&gt;\n'><div class='av-image-hotspot_inner'>4<\/div><div class='av-image-hotspot-pulse'><\/div><\/div><div class='av-image-hotspot av-l02an2y3-df0a21277c61fdcf0645da1a807ea2f4 av-image-hotspot-5 ' data-avia-tooltip-position='top' data-avia-tooltip-alignment='left' data-avia-tooltip-class='av-tt-default-width av-tt-pos-above av-tt-align-left  av-mobile-fallback-active  main_color av-tt-hotspot' data-avia-tooltip='&lt;p&gt;Frameworks and tools for AI&lt;\/p&gt;\n'><div class='av-image-hotspot_inner'>5<\/div><div class='av-image-hotspot-pulse'><\/div><\/div><div class='av-image-hotspot av-l02aiatw-a8f6580e224bd01cfacb0ee15ab233e8 av-image-hotspot-6 ' data-avia-tooltip-position='top' data-avia-tooltip-alignment='left' data-avia-tooltip-class='av-tt-default-width av-tt-pos-above av-tt-align-left  av-mobile-fallback-active  main_color av-tt-hotspot' data-avia-tooltip='&lt;p&gt;Premium NVIDIA Enterprise Support covers the entire platform&lt;\/p&gt;\n'><div class='av-image-hotspot_inner'>6<\/div><div class='av-image-hotspot-pulse'><\/div><\/div><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-19987 avia-img-lazy-loading-not-19987 avia_image' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/components-02-845x684.png\" alt='' title='components-02'  height=\"684\" width=\"845\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/components-02-845x684.png 845w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/components-02-495x400.png 495w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/div><\/div><\/div><div class='av-hotspot-fallback-tooltip av-image-hotspot-1 '><div class=\"av-hotspot-fallback-tooltip-count\">1<div class=\"avia-arrow\"><\/div><\/div><div class=\"av-hotspot-fallback-tooltip-inner clearfix\"><p>\nAccelerated systems with Nvidia GPUs and network elements<\/p>\n<\/div><\/div><div class='av-hotspot-fallback-tooltip av-image-hotspot-2 '><div class=\"av-hotspot-fallback-tooltip-count\">2<div class=\"avia-arrow\"><\/div><\/div><div class=\"av-hotspot-fallback-tooltip-inner clearfix\"><p>\nHypervisor for management and orchestration of virtualized environments<\/p>\n<\/div><\/div><div class='av-hotspot-fallback-tooltip av-image-hotspot-3 '><div class=\"av-hotspot-fallback-tooltip-count\">3<div class=\"avia-arrow\"><\/div><\/div><div class=\"av-hotspot-fallback-tooltip-inner clearfix\"><p>\nSoftware for infrastructure optimization<\/p>\n<h3 class=\"av-special-heading-tag \"><\/h3>\n<p>\n<\/div><\/div><div class='av-hotspot-fallback-tooltip av-image-hotspot-4 '><div class=\"av-hotspot-fallback-tooltip-count\">4<div class=\"avia-arrow\"><\/div><\/div><div class=\"av-hotspot-fallback-tooltip-inner clearfix\"><p>\nDrivers and tools for running containers<\/p>\n<\/div><\/div><div class='av-hotspot-fallback-tooltip av-image-hotspot-5 '><div class=\"av-hotspot-fallback-tooltip-count\">5<div class=\"avia-arrow\"><\/div><\/div><div class=\"av-hotspot-fallback-tooltip-inner clearfix\"><p>\nFrameworks and tools for AI<\/p>\n<\/div><\/div><div class='av-hotspot-fallback-tooltip av-image-hotspot-6 '><div class=\"av-hotspot-fallback-tooltip-count\">6<div class=\"avia-arrow\"><\/div><\/div><div class=\"av-hotspot-fallback-tooltip-inner clearfix\"><p>\nPremium NVIDIA Enterprise Support covers the entire platform<\/p>\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_3'  class='avia-section av-cqmr02w-0d081c3d359bd4467ca5867b0ceae29a main_color avia-section-default avia-no-border-styling  avia-builder-el-11  el_after_av_section  el_before_av_hr  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-23btll4-16a473cb541a4d06780fbdbb23101d1c sc-av_one_third av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-23btll4-16a473cb541a4d06780fbdbb23101d1c\">\n.flex_column.av-23btll4-16a473cb541a4d06780fbdbb23101d1c{\nwidth:31.333333333333%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-23btll4-16a473cb541a4d06780fbdbb23101d1c .av-flex-placeholder{\nwidth:3%;\n}\n<\/style>\n<div  class='flex_column av-23btll4-16a473cb541a4d06780fbdbb23101d1c av_one_third  avia-builder-el-12  el_before_av_one_third  avia-builder-el-first  first flex_column_table_cell av-equal-height-column av-align-top av-animated-generic pop-up  '     ><section  class='av_textblock_section av-m5qlcsu2-7ea8ee03189375f66753d1c74b9b31e9 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h6 class=\"header-no-decor\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32697\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/11\/vykon.png\" alt=\"\" width=\"36\" height=\"36\">  Optimised for high performance<\/h6>\n<p>Performance comparable to bare-metal deployments across multiple nodes, suitable for large and complex computational workloads for training AI models and machine learning.<\/p>\n<\/div><\/section><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1k6sn6w-4936fbb018ad2d2e1a27a28e132c045b\">\n.flex_column.av-1k6sn6w-4936fbb018ad2d2e1a27a28e132c045b{\nwidth:31.333333333333%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-1k6sn6w-4936fbb018ad2d2e1a27a28e132c045b .av-flex-placeholder{\nwidth:3%;\n}\n<\/style>\n<div  class='flex_column av-1k6sn6w-4936fbb018ad2d2e1a27a28e132c045b av_one_third  avia-builder-el-14  el_after_av_one_third  el_before_av_one_third  flex_column_table_cell av-equal-height-column av-align-top av-animated-generic pop-up  '     ><section  class='av_textblock_section av-m5qldeb7-5df8b3cbfd3c499ea202fc99351fe49a '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h6 class=\"header-no-decor\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32697\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2025\/01\/medail.png\" alt=\"\" width=\"36\" height=\"36\">  Certified for VMware vSphere<\/h6>\n<p>Reduce the risks of deploying AI in your infrastructure with a complete suite of NVIDIA AI Enterprise software, a VMware vSphere-certified data centre platform.<\/p>\n<\/div><\/section><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1c9fky0-4f0e4fdc3497d3bbf12d3949b6fb3585\">\n.flex_column.av-1c9fky0-4f0e4fdc3497d3bbf12d3949b6fb3585{\nwidth:31.333333333333%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-1c9fky0-4f0e4fdc3497d3bbf12d3949b6fb3585 .av-flex-placeholder{\nwidth:3%;\n}\n<\/style>\n<div  class='flex_column av-1c9fky0-4f0e4fdc3497d3bbf12d3949b6fb3585 av_one_third  avia-builder-el-16  el_after_av_one_third  avia-builder-el-last  flex_column_table_cell av-equal-height-column av-align-top av-animated-generic pop-up  '     ><section  class='av_textblock_section av-m5qlep80-52febe4b7cf58d5e1975f573eece90eb '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h6 class=\"header-no-decor\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32697\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/11\/podpora.png\" alt=\"\" width=\"36\" height=\"36\">  NVIDIA Enterprise Support<\/h6>\n<p>Take advantage of industry-leading NVIDIA Enterprise Support to keep critical projects and processes running reliably and without interruption.<\/p>\n<\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_3'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-kn3jjc-e0edf2cb6ac9150075c429cfc28c7e07\">\n#top .hr.hr-invisible.av-kn3jjc-e0edf2cb6ac9150075c429cfc28c7e07{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-kn3jjc-e0edf2cb6ac9150075c429cfc28c7e07 hr-invisible  avia-builder-el-18  el_after_av_section  el_before_av_section  avia-builder-el-no-sibling '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-7n5lxqg-fce5c53bfd9cee24c110298c9fbd31df\">\n.avia-section.av-7n5lxqg-fce5c53bfd9cee24c110298c9fbd31df{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/obrazek_2024-09-14_161618026.png);\nbackground-position:100% 100%;\nbackground-attachment:scroll;\n}\n<\/style>\n<div id='av_section_4'  class='avia-section av-7n5lxqg-fce5c53bfd9cee24c110298c9fbd31df main_color avia-section-default avia-no-border-styling  avia-builder-el-19  el_after_av_hr  el_before_av_hr  avia-full-stretch avia-bg-style-scroll container_wrap fullsize'  data-section-bg-repeat='stretch'><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5l60vk8-afc73ef43de5ee6cbe091d178a9ed1f8\">\n.flex_column.av-5l60vk8-afc73ef43de5ee6cbe091d178a9ed1f8{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-5l60vk8-afc73ef43de5ee6cbe091d178a9ed1f8 av_three_fifth  avia-builder-el-20  el_before_av_two_fifth  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><section  class='av_textblock_section av-l01e491a-eb404c5ee8c415b9fe7a48554a100338 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h3>Optimized and certified on VMware vSphere with Tanzu<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-59ey93c-daf7cae032e9c3a08bdccd0ecbe4b541 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>VMware and NVIDIA have teamed up to make it easier to deploy AI in every enterprise and industry.<\/p>\n<p>NVIDIA AI Enterprise is a suite of AI and data science applications and frameworks optimized and certified by NVIDIA exclusively for running on VMware vSphere with NVIDIA-certified accelerated systems. It includes key technologies and software for rapidly deploying, managing, and scaling AI compute workloads in the modern hybrid cloud.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6ijjrhk-3d25ea908bdf0e05f45e8dcc7837c86c\">\n.flex_column.av-6ijjrhk-3d25ea908bdf0e05f45e8dcc7837c86c{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-6ijjrhk-3d25ea908bdf0e05f45e8dcc7837c86c av_two_fifth  avia-builder-el-23  el_after_av_three_fifth  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l01dhfcu-9c50d401613e610354dc8e92b4e329f1\">\n.avia-image-container.av-l01dhfcu-9c50d401613e610354dc8e92b4e329f1 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-l01dhfcu-9c50d401613e610354dc8e92b4e329f1 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-l01dhfcu-9c50d401613e610354dc8e92b4e329f1 av-styling- av-img-linked avia-align-center  avia-builder-el-24  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><a href=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-1030x515.webp\" data-srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-1030x515.webp 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-300x150.webp 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-768x384.webp 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-705x353.webp 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia.webp 1200w\" data-sizes=\"(max-width: 1030px) 100vw, 1030px\" class='avia_image '  aria-label='vmwarenvidia'><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-20027 avia-img-lazy-loading-not-20027 avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-1030x515.webp\" alt='' title='vmwarenvidia'  height=\"515\" width=\"1030\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-1030x515.webp 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-300x150.webp 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-768x384.webp 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia-705x353.webp 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/vmwarenvidia.webp 1200w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/a><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_4'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4pbr0ko-7b8cc8b9c76bacc1780faa178848a8ef\">\n#top .hr.hr-invisible.av-4pbr0ko-7b8cc8b9c76bacc1780faa178848a8ef{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-4pbr0ko-7b8cc8b9c76bacc1780faa178848a8ef hr-invisible  avia-builder-el-25  el_after_av_section  el_before_av_one_half  avia-builder-el-first '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div class='flex_column_table av-m63zu0-0416e60e398244915b133bc70e2ea04e sc-av_one_half av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m63zu0-0416e60e398244915b133bc70e2ea04e\">\n.flex_column.av-m63zu0-0416e60e398244915b133bc70e2ea04e{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-m63zu0-0416e60e398244915b133bc70e2ea04e av_one_half  avia-builder-el-26  el_after_av_hr  el_before_av_one_half  first flex_column_table_cell av-equal-height-column av-align-middle av-animated-generic left-to-right av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-o9nwi0-1e2c91d87c23b79b874bae8484f020f0\">\n.avia-image-container.av-o9nwi0-1e2c91d87c23b79b874bae8484f020f0 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-o9nwi0-1e2c91d87c23b79b874bae8484f020f0 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-o9nwi0-1e2c91d87c23b79b874bae8484f020f0 av-styling- av-img-linked avia-align-center  avia-builder-el-27  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><a href=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/nvidia-vmware-ai-ready-platform-030821-624x567-1.png\" data-srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/nvidia-vmware-ai-ready-platform-030821-624x567-1.png 624w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/nvidia-vmware-ai-ready-platform-030821-624x567-1-300x273.png 300w\" data-sizes=\"(max-width: 624px) 100vw, 624px\" class='avia_image '  aria-label='nvidia-vmware-ai-ready-platform-030821-624x567'><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-19983 avia-img-lazy-loading-not-19983 avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/nvidia-vmware-ai-ready-platform-030821-624x567-1.png\" alt='' title='nvidia-vmware-ai-ready-platform-030821-624x567'  height=\"567\" width=\"624\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/nvidia-vmware-ai-ready-platform-030821-624x567-1.png 624w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/nvidia-vmware-ai-ready-platform-030821-624x567-1-300x273.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" \/><\/a><\/div><\/div><\/div><\/div>\n<div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-73ihejs-eb37de178f17ecb79bda911241f3f099\">\n.flex_column.av-73ihejs-eb37de178f17ecb79bda911241f3f099{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-73ihejs-eb37de178f17ecb79bda911241f3f099 av_one_half  avia-builder-el-28  el_after_av_one_half  el_before_av_section  avia-builder-el-last  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding  '     ><section  class='av_textblock_section av-l01djtje-e3e26c021233d88377ec17811ee93bb1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h3>Distributed performance for deep learning<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-4hvtyco-e2b50d9cd3154d2d7810d80fcb5b4bcd '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The NVIDIA AI Enterprise software suite, which is optimized for VMware vSphere environments, delivers performance nearly comparable to bare-metal deployments, even across multiple nodes.<\/p>\n<p>GPU virtualization with NVIDIA AI Enterprise does not limit the efficiency and performance of accelerators, significantly reducing the time required to develop new AI applications and services.<\/p>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l02dbzvt-843d9d65680a3406dd1083a08d9a3dcd '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><em>*Multi-node scaling requires an Ethernet network card that supports RoCE. For best performance, NVIDIA recommends using a Mellanox ConnectX-6 Dx network adapter and an NVIDIA H200 GPU in each virtual system used for multi-node scaling. <\/em><\/p>\n<\/div><\/section><br \/>\n<div  class='avia-button-wrap av-m1g53ehb-353c3d1ef1f5d66a841feb1066c36720-wrap avia-button-left  avia-builder-el-32  el_after_av_textblock  avia-builder-el-last  button-blue-background'><a href='https:\/\/mcomputers.cz\/produkty-a-sluzby\/nvidia\/nvidia-networking\/'  class='avia-button av-m1g53ehb-353c3d1ef1f5d66a841feb1066c36720 av-link-btn avia-icon_select-yes-left-icon avia-size-large avia-position-left avia-color-theme-color'   aria-label=\"NVIDIA network elements\"><span class='avia_button_icon avia_button_icon_left' aria-hidden='true' data-av_icon='\ue897' data-av_iconfont='entypo-fontello'><\/span><span class='avia_iconbox_title' >NVIDIA network elements<\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_5'  class='avia-section av-409eg4o-0197c7ba48c76cf3c875c5246991490e main_color avia-section-default avia-no-border-styling  avia-builder-el-33  el_after_av_one_half  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<section  class='av_textblock_section av-m1g54cb2-355942556a9515883828c27da3c37c38 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h3>AI infrastructure deployment<\/h3>\n<\/div><\/section>\n<div  class='flex_column av-196r3l4-e7c8b748cd8646935888bbd689c7b67c av_one_half  avia-builder-el-35  el_after_av_textblock  el_before_av_one_half  first flex_column_div  column-top-margin'     ><p><section  class='av_textblock_section av-l01dwpus-16cfb4822f83f422cdc950ebad152aca '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Many AI experts are trying to scale computing resources to reduce the time it takes to complete neural network training or achieve real-time results. Using a <strong>multi-GPU<\/strong> approach brings researchers closer to achieving their goals because they can experiment with different neural networks and algorithms more quickly. As scientists train more and more models, the size and consumption of data can grow significantly.<\/p>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l02dykco-f50e3d782b973e6934a7ac6134525f2c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The deployment of virtual GPUs<strong>(vGPUs<\/strong>) for deep learning computing can be designed using three different approaches in a virtualized environment:<\/p>\n<ul>\n<li>One virtual machine is assigned one or only part of a vGPU<\/li>\n<li>One virtual machine uses multiple vGPUs that are connected by NVLink<\/li>\n<li>Combining multiple virtual nodes (VMs)<\/li>\n<\/ul>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-o00oi0-1f05676d0ab8230a509d0bd8d17d8f87 av_one_half  avia-builder-el-38  el_after_av_one_half  el_before_av_one_half  flex_column_div  column-top-margin'     ><p><section  class='av_textblock_section av-l02e5mdk-ed8eda2cc3d509da6aacc82d8dea5e81 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Computational models can be small enough to run on one or more GPUs within a server, but as datasets grow, training times increase.<\/p>\n<p>This is when it is appropriate to use distributed training with multiple nodes. The goal is to create a model using large datasets that understand patterns and relationships between data, rather than just the data itself.<\/p>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l02h3t8i-497dea6faadb57c105e5e61fe080a3b3 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>This requires fast data exchange between multiple nodes during the computational process, and <strong>GPUDirect RDMA<\/strong> together with <strong>ATS<\/strong> provides a high-performance network connection between these nodes.<\/p>\n<p>Each organization should evaluate its needs and choose the right approach to build its infrastructure for Deep Learning computing.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-36okop4-6e203c6323570661cbc5422400e8a165\">\n.flex_column.av-36okop4-6e203c6323570661cbc5422400e8a165{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-36okop4-6e203c6323570661cbc5422400e8a165 av_one_half  avia-builder-el-41  el_after_av_one_half  el_before_av_one_half  first flex_column_div av-zero-column-padding  column-top-margin'     ><p><section  class='av_textblock_section av-l02eez6d-1b15f407bdd74bb23cc00922525e04b5 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>As you can see in the figure opposite, starting at the top left, data scientists must first prepare the data before they can train the neural network. To this end, <strong>RAPIDS<\/strong> is a great tool for machine learning computations, as well as for formatting and labeling the data that will be used for training computations. <\/p>\n<p>Once the data is ready, the AI expert moves on to training. NVIDIA AI Enterprise offers prebuilt and tuned containers for training neural networks using tools such as <strong>TensorFlow<\/strong> and <strong>PyTorch<\/strong>.<\/p>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l02he2sh-546b5f3960a4eec0f464218b14853c30 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The data scientist can further optimize their newly trained models using the <strong>TensorRT SDK<\/strong> and other NVIDIA tools to make them as efficient as possible. This is done by merging neural layers and eliminating redundant steps. <\/p>\n<p>Finally, once the model is ready for production, the <strong>NVIDIA Triton Inference<\/strong> Server can handle incoming inference requests. Available as a <strong>Docker<\/strong> container, Triton Inference Server supports both GPU and CPU computation. It allows front-end client applications to send cluster inference requests for AI and can manage models from cloud storage of those models as well.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-25ahr3c-8a891d8faf9d4625d45835aa47babac1 av_one_half  avia-builder-el-44  el_after_av_one_half  el_before_av_one_half  flex_column_div  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l02e9dnp-ab993529dd52f92e45f3f9885d74ad03\">\n.avia-image-container.av-l02e9dnp-ab993529dd52f92e45f3f9885d74ad03 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-l02e9dnp-ab993529dd52f92e45f3f9885d74ad03 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-l02e9dnp-ab993529dd52f92e45f3f9885d74ad03 av-styling- avia-align-center  avia-builder-el-45  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-20054 avia-img-lazy-loading-not-20054 avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-1030x531.png\" alt='' title='ed-02'  height=\"531\" width=\"1030\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-1030x531.png 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-300x155.png 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-768x396.png 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-1536x792.png 1536w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-1500x774.png 1500w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02-705x364.png 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/ed-02.png 1791w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3mbdqug-e5e39c8193e169bfa36abe0cf3b3ae4f\">\n.flex_column.av-3mbdqug-e5e39c8193e169bfa36abe0cf3b3ae4f{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-3mbdqug-e5e39c8193e169bfa36abe0cf3b3ae4f av_one_half  avia-builder-el-46  el_after_av_one_half  el_before_av_one_half  first flex_column_div av-zero-column-padding  column-top-margin'     ><section  class='av_textblock_section av-m1g57g95-c917146724f124ab844ba9559758ad7c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h4>Software for infrastructure optimization<\/h4>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-l01e00ya-17771e2ad7951908d86af7d9ca6ac68b '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><blockquote>\n<div><\/div>\n<\/blockquote>\n<div>\n<ul class=\"simple\">\n<li>NVIDIA AI Enterprise Host Software<\/li>\n<\/ul>\n<\/div>\n<div>\n<ul class=\"simple\">\n<li>NVIDIA CUDA Toolkit<\/li>\n<\/ul>\n<\/div>\n<div>\n<ul class=\"simple\">\n<li>NVIDIA Magnum IO software stack for accelerated data centers<\/li>\n<\/ul>\n<\/div>\n<blockquote>\n<div><\/div>\n<\/blockquote>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3rapi94-c36e10fdc526224174450370df5dd65a\">\n.flex_column.av-3rapi94-c36e10fdc526224174450370df5dd65a{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-3rapi94-c36e10fdc526224174450370df5dd65a av_one_half  avia-builder-el-49  el_after_av_one_half  el_before_av_button  flex_column_div av-zero-column-padding  column-top-margin'     ><section  class='av_textblock_section av-m1g57ofj-7d3540ca8629212c0f2f42fef3677a93 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h4>Frameworks for AI and data science<\/h4>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-3kfbweg-9385ce1c6fc883edffc5d00659e5502a '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><blockquote>\n<div><\/div>\n<\/blockquote>\n<div>\n<ul class=\"simple\">\n<li>TensorFlow<\/li>\n<li>PyTorch<\/li>\n<li>NVIDIA Triton Inference Server<\/li>\n<li>NVIDIA TensorRT<\/li>\n<li>NVIDIA RAPIDS<\/li>\n<\/ul>\n<\/div>\n<blockquote>\n<div><\/div>\n<\/blockquote>\n<\/div><\/section><\/p><\/div><div  class='avia-button-wrap av-m1g5ble3-2ffadc6d71d3bd7af8ba49bbc8d54c21-wrap avia-button-left  avia-builder-el-52  el_after_av_one_half  avia-builder-el-last  button-blue-background'><a href='https:\/\/developer.nvidia.com\/'  class='avia-button av-m1g5ble3-2ffadc6d71d3bd7af8ba49bbc8d54c21 av-link-btn avia-icon_select-yes-left-icon avia-size-large avia-position-left avia-color-theme-color'   aria-label=\"NVIDIA AI software\"><span class='avia_button_icon avia_button_icon_left' aria-hidden='true' data-av_icon='\ue897' data-av_iconfont='entypo-fontello'><\/span><span class='avia_iconbox_title' >NVIDIA AI software<\/span><\/a><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2s3560-d4d950685d4f00758ee2e7c722e3c86d\">\n.avia-section.av-2s3560-d4d950685d4f00758ee2e7c722e3c86d{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/obrazek_2024-09-14_161618026.png);\nbackground-position:100% 100%;\nbackground-attachment:scroll;\n}\n<\/style>\n<div id='av_section_6'  class='avia-section av-2s3560-d4d950685d4f00758ee2e7c722e3c86d alternate_color avia-section-default avia-no-border-styling  avia-builder-el-53  el_after_av_section  el_before_av_three_fifth  avia-full-stretch avia-bg-style-scroll container_wrap fullsize'  data-section-bg-repeat='stretch'><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-pipb3c-23b03c06d52f7de36b2c08e477242dae\">\n.flex_column.av-pipb3c-23b03c06d52f7de36b2c08e477242dae{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-pipb3c-23b03c06d52f7de36b2c08e477242dae av_three_fifth  avia-builder-el-54  el_before_av_two_fifth  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><section  class='av_textblock_section av-1m74rvc-e2e0936fa2403d2c36d90c4a10ba398c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><div id=\"tw-target-text-container\" class=\"tw-ta-container tw-nfl\">\n<h4 dir=\"ltr\" data-placeholder=\"P\u0159eklad\">How to make the most efficient use of Multi-GPU systems?<\/h4>\n<p dir=\"ltr\" data-placeholder=\"P\u0159eklad\"><span lang=\"en\">This is one of the most often questions we can hear from our customers. There are a couple of techniques you can use as described in a <a href=\"https:\/\/info.nvidia.com\/multi_gpus_for_scalable_deep_learning-reg-page.html\">webinar on the Multi-GPU topic<\/a>. Or you can attend <\/span><a href=\"https:\/\/www.nvidia.com\/en-gb\/deep-learning-ai\/education\/?activetab=certification-tabs-2#multigpus-2\">Fundamentals of Deep Learning for Multi-GPUs<\/a> workshop organized by us, together with NVIDIA Deep Learning Institute (DLI).<\/p>\n<p id=\"tw-target-text\" class=\"tw-data-text tw-ta tw-text-small\" dir=\"ltr\" data-placeholder=\"P\u0159eklad\">\n<\/div>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2arn6g-11273576255c546069804480bccc514a\">\n.flex_column.av-2arn6g-11273576255c546069804480bccc514a{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-2arn6g-11273576255c546069804480bccc514a av_two_fifth  avia-builder-el-56  el_after_av_three_fifth  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1uz6y2g-d1837f62e5a35536e05dc13bdefc159c\">\n.avia-image-container.av-1uz6y2g-d1837f62e5a35536e05dc13bdefc159c img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-1uz6y2g-d1837f62e5a35536e05dc13bdefc159c .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-1uz6y2g-d1837f62e5a35536e05dc13bdefc159c av-styling- avia-align-center  avia-builder-el-57  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-34696 avia-img-lazy-loading-not-34696 avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/NVIDIA-MIG-scheme-NCCL.png\" alt='NVIDIA Multi Instance GPU scheme' title='NVIDIA MIG scheme NCCL'  height=\"262\" width=\"875\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/NVIDIA-MIG-scheme-NCCL.png 875w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/NVIDIA-MIG-scheme-NCCL-300x90.png 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/NVIDIA-MIG-scheme-NCCL-768x230.png 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/NVIDIA-MIG-scheme-NCCL-705x211.png 705w\" sizes=\"(max-width: 875px) 100vw, 875px\" \/><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_6'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-55evcp4-ad369eea6846f6aee0bc3747c4c81718 sc-av_three_fifth av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-55evcp4-ad369eea6846f6aee0bc3747c4c81718\">\n.flex_column.av-55evcp4-ad369eea6846f6aee0bc3747c4c81718{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-55evcp4-ad369eea6846f6aee0bc3747c4c81718 av_three_fifth  avia-builder-el-58  el_after_av_section  el_before_av_two_fifth  avia-builder-el-first  first flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding  '     ><section  class='av_textblock_section av-qnzr7s-647d9ff45cb943a3c1867cd9649cd88e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h3>Why containers?<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-2yjgzl4-ffc7b3ef9249b72ba141ba3d91e6d029 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Frameworks for AI and data science are delivered as image containers. These containers can be run, for example, using Docker.  <\/p>\n<p>One of the many advantages of using containers is that your application, bindings, and environment variables are installed once into the container image; rather than on the system you are running on. In addition, the main benefits of using containers also include:<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l06pq4w4-90c3269e9a12f3112accd4e87b5bbc4d\">\n#top .avia-icon-list-container.av-l06pq4w4-90c3269e9a12f3112accd4e87b5bbc4d .iconlist_icon{\ncolor:#d71923;\n}\n<\/style>\n<div  class='avia-icon-list-container av-l06pq4w4-90c3269e9a12f3112accd4e87b5bbc4d  avia-builder-el-61  el_after_av_textblock  avia-builder-el-last '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-l06pq4w4-90c3269e9a12f3112accd4e87b5bbc4d avia-iconlist-animate'>\n<li><div class='iconlist_icon av-l06po7a5-396a8cb8561f13d4444e49da1a78647b avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: One-time installation of the application, bindings, and computing environment variables into the container image.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >One-time installation of the application, bindings, and computing environment variables into the container image.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-8ca5e0d1c81163ff3f0994dc5595a8fb avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: There is no risk of conflict with libraries that are already installed.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >There is no risk of conflict with libraries that are already installed.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-21-3f287cc3b149fad950c361d12bc4a34d avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Containers allow the use of multiple different frameworks on the same server that might otherwise have conflicting software dependencies.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >Containers allow the use of multiple different frameworks on the same server that might otherwise have conflicting software dependencies.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-20-a64eb5e40dfa0b647c290a2ca416bacb avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: After you integrate your application into the container, you can run it in many other places, especially on servers, without installing any software.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >After you integrate your application into the container, you can run it in many other places, especially on servers, without installing any software.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-19-e69d1247af3aa4636fe9b4c2c86c3a06 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Legacy accelerated computing applications can be containerized and deployed on newer systems, on-premise or in the cloud.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >Legacy accelerated computing applications can be containerized and deployed on newer systems, on-premise or in the cloud.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-18-0269b3f34d398c05b869842415046640 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Specific GPU resources can be allocated to the container for isolation and better performance.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >Specific GPU resources can be allocated to the container for isolation and better performance.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-17-6a7ecc9a9715efd14c8c0c217392aa5a avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: You can easily share, collaborate and test apps in different environments.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >You can easily share, collaborate and test apps in different environments.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-16-8c9069feddd97b0dcf2c1f60e90987d0 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Multiple instances of a given framework can run concurrently, each with one or more specific GPUs assigned.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >Multiple instances of a given framework can run concurrently, each with one or more specific GPUs assigned.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-l06pqz1a-15-d6717012753781d61b72e1807e43931b avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry av-iconlist-empty\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Containers can resolve network port conflicts between applications by mapping container ports to specific externally visible ports when the container is started.\"><div class='av_iconlist_title iconlist_title_small  '  itemprop=\"headline\" >Containers can resolve network port conflicts between applications by mapping container ports to specific externally visible ports when the container is started.<\/div><\/header><div class='iconlist_content '  itemprop=\"text\" ><\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/p><\/div>\n<div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4e2yedk-223f99cd407ebc0295113564f0923fd7\">\n.flex_column.av-4e2yedk-223f99cd407ebc0295113564f0923fd7{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-4e2yedk-223f99cd407ebc0295113564f0923fd7 av_two_fifth  avia-builder-el-62  el_after_av_three_fifth  el_before_av_section  avia-builder-el-last  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l06qgdr3-217da9600f9b8c2965aaed0846cc3eb9\">\n.avia-image-container.av-l06qgdr3-217da9600f9b8c2965aaed0846cc3eb9 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-l06qgdr3-217da9600f9b8c2965aaed0846cc3eb9 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-l06qgdr3-217da9600f9b8c2965aaed0846cc3eb9 av-styling- avia_animated_image av-animated-when-visible-95 right-to-left avia-align-center  avia-builder-el-63  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-20095 avia-img-lazy-loading-not-20095 avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/NGC-Stack.png\" alt='' title='NGC-Stack'  height=\"800\" width=\"738\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/NGC-Stack.png 738w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/NGC-Stack-277x300.png 277w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2022\/02\/NGC-Stack-650x705.png 650w\" sizes=\"(max-width: 738px) 100vw, 738px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2cv8fbc-530aef2e4d5a1b26741463e41f9c304a\">\n.avia-section.av-2cv8fbc-530aef2e4d5a1b26741463e41f9c304a{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/09\/obrazek_2024-09-14_161618026.png);\nbackground-position:100% 100%;\nbackground-attachment:scroll;\n}\n<\/style>\n<div id='av_section_7'  class='avia-section av-2cv8fbc-530aef2e4d5a1b26741463e41f9c304a main_color avia-section-default avia-no-border-styling  avia-builder-el-64  el_after_av_two_fifth  el_before_av_section  avia-full-stretch avia-bg-style-scroll container_wrap fullsize'  data-section-bg-repeat='stretch'><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5frr48-1f65e4c84ac6cfad16812c2a45b47bef\">\n.flex_column.av-5frr48-1f65e4c84ac6cfad16812c2a45b47bef{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-5frr48-1f65e4c84ac6cfad16812c2a45b47bef av_two_fifth  avia-builder-el-65  el_before_av_three_fifth  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><div  class='avia-video av-l2fw24h7-62d36af41ae59cb70553c308856cb8c3 avia-video-16-9 av-no-preview-image avia-video-load-always av-lazyload-immediate av-lazyload-video-embed'  itemprop=\"video\" itemtype=\"https:\/\/schema.org\/VideoObject\"  data-original_url='https:\/\/youtu.be\/X76R6p43mb0'><script type='text\/html' class='av-video-tmpl'><div class='avia-iframe-wrap'><iframe loading=\"lazy\" title=\"Webin\u00e1\u0159: Novinky z konference NVIDIA GTC22, NVIDIA AI Enterprise + Lenovo + VMware\" width=\"1500\" height=\"844\" src=\"https:\/\/www.youtube.com\/embed\/X76R6p43mb0?feature=oembed&autoplay=0&loop=0&controls=1&mute=0\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div><\/script><div class='av-click-to-play-overlay'><div class=\"avia_playpause_icon\"><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2byjpk-978c089358e59141eb27727048e08856\">\n.flex_column.av-2byjpk-978c089358e59141eb27727048e08856{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-2byjpk-978c089358e59141eb27727048e08856 av_three_fifth  avia-builder-el-67  el_after_av_two_fifth  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><section  class='av_textblock_section av-m1g5r8ui-4e0828a5caf8f368a114503dc35157ca '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h4 class=\"av-special-heading-tag \">Watch the NVIDIA AI Enterprise webinar recording<\/h4>\n<div class=\"av_custom_color av-subheading av-subheading_below\">\n<p>During the webinar, we will present news from the world of artificial intelligence, seupercomputing and visualization announced at NVIDIA GTC22. And because this year&#8217;s conference was packed with technology (e.g. the new Hopper GPU architecture), we will present a summary of the highlights. <\/p>\n<p>In the second part of the webinar, we will show how to quickly and efficiently deploy AI applications, frameworks and libraries in a VMware environment. What are the NVIDIA AI Enterprise solutions and its deployment on certified Lenovo servers? You can also look forward to the issue of sharing NVIDIA GPU accelerators across multiple users, while we will also introduce the possibilities of connecting your infrastructure to the NVIDIA GPU Cloud (NGC) &#8211; a catalog of optimized AI containers or pre-trained models.  <\/p>\n<\/div>\n<\/div><\/section><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_8'  class='avia-section av-4as6f6w-fd644b479a29b5f13658551415bbbaeb main_color avia-section-default avia-no-border-styling  avia-builder-el-69  el_after_av_section  el_before_av_section  contact-form-wrapper avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-dvy42w-276375f620ac4208e5881d3644402d25 sc-av_three_fifth av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-dvy42w-276375f620ac4208e5881d3644402d25\">\n.flex_column.av-dvy42w-276375f620ac4208e5881d3644402d25{\nwidth:59.4%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-dvy42w-276375f620ac4208e5881d3644402d25 .av-flex-placeholder{\nwidth:1.5%;\n}\n<\/style>\n<div  class='flex_column av-dvy42w-276375f620ac4208e5881d3644402d25 av_three_fifth  avia-builder-el-70  el_before_av_two_fifth  avia-builder-el-first  first flex_column_table_cell av-equal-height-column av-align-bottom  '     ><section  class='av_textblock_section av-3j0nwtk-330e5c89db968f2ed2ab91a8a0f5c5a9 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h2>Testing<\/h2>\n<p>We have a wide range of NVIDIA GPU cards available for performance testing and heavy-duty processing.<br \/>\nIf you are interested in our testing offer, please fill out this form.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-36014\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/11\/NVIDIA-kontaktni-formular-e1731334184705.png\" alt=\"\" width=\"268\" height=\"50\"><\/p>\n<\/div><\/section><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2ziauh4-83e779617fc3838b38d08fc4e6dd8370\">\n.flex_column.av-2ziauh4-83e779617fc3838b38d08fc4e6dd8370{\nwidth:39.1%;\nmargin-left:0;\npadding:0px 0px 0px 0px;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-2ziauh4-83e779617fc3838b38d08fc4e6dd8370 .av-flex-placeholder{\nwidth:1.5%;\n}\n<\/style>\n<div  class='flex_column av-2ziauh4-83e779617fc3838b38d08fc4e6dd8370 av_two_fifth  avia-builder-el-72  el_after_av_three_fifth  el_before_av_three_fifth  flex_column_table_cell av-equal-height-column av-align-bottom av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2jqyw4o-014f3d6345622c6769f6a43d95add72b\">\n.avia-image-container.av-2jqyw4o-014f3d6345622c6769f6a43d95add72b{\nposition:relative;\ntop:75px;\n}\n.avia-image-container.av-2jqyw4o-014f3d6345622c6769f6a43d95add72b img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-2jqyw4o-014f3d6345622c6769f6a43d95add72b .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-2jqyw4o-014f3d6345622c6769f6a43d95add72b av-styling- avia-align-center  avia-builder-el-73  el_before_av_image  avia-builder-el-first  av-custom-positioned'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-35956 avia-img-lazy-loading-not-35956 avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/11\/JEK-2-1-e1731333855974.png\" alt='' title='JEK (2)'  height=\"400\" width=\"400\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-261relk-a6ef048be5d2c756e945ad943720f833\">\n.avia-image-container.av-261relk-a6ef048be5d2c756e945ad943720f833{\nposition:relative;\ntop:75px;\n}\n.avia-image-container.av-261relk-a6ef048be5d2c756e945ad943720f833 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-261relk-a6ef048be5d2c756e945ad943720f833 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-261relk-a6ef048be5d2c756e945ad943720f833 av-styling- avia-align-center  avia-builder-el-74  el_after_av_image  avia-builder-el-last  av-custom-positioned'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image- avia-img-lazy-loading-not- avia_image ' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/11\/JEK-1-1.png\" alt='' title=''   itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1ssxc7c-e38745a2d0a69b5aa6b94a89e3b46598\">\n.flex_column.av-1ssxc7c-e38745a2d0a69b5aa6b94a89e3b46598{\nwidth:59.4%;\npadding:15px 0 0 0;\n}\n<\/style>\n<div  class='flex_column av-1ssxc7c-e38745a2d0a69b5aa6b94a89e3b46598 av_three_fifth  avia-builder-el-75  el_after_av_two_fifth  el_before_av_two_fifth  first flex_column_div  '     ><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-19803yg-62dba39c30d7d1b45133cc301c48bd89\">\n.flex_column.av-19803yg-62dba39c30d7d1b45133cc301c48bd89{\nwidth:39.1%;\nmargin-left:1.5%;\nposition:relative;\ntop:30px;\npadding:55px 40px 50px 40px;\nbackground-color:#e7eeff;\nbackground:linear-gradient( to right, #e7eeff, #e5f4ff );\n}\n<\/style>\n<div  class='flex_column av-19803yg-62dba39c30d7d1b45133cc301c48bd89 av_two_fifth  avia-builder-el-77  el_after_av_three_fifth  avia-builder-el-last  flex_column_div av-custom-positioned  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-kl6yeg-7029723817a259ef1484d9964b66dabb\">\n#top .av_textblock_section.av-kl6yeg-7029723817a259ef1484d9964b66dabb .avia_textblock{\ntext-align:left;\ncolumn-count:2;\n}\n<\/style>\n<section  class='av_textblock_section av-kl6yeg-7029723817a259ef1484d9964b66dabb '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_multi_colums'  itemprop=\"text\" ><h6>Kamila Je\u0159\u00e1bkov\u00e1<\/h6>\n<p class=\"flex-item\"><strong>NVIDIA, AI solutions<\/strong><\/p>\n<p class=\"flex-item\" style=\"font-size: 11;\">+420 734 161 516<\/p>\n<p><a style=\"font-size: 11;\" href=\"&#x6d;&#x61;&#x69;&#x6c;&#116;&#111;&#58;&#107;ami&#x6c;&#x61;&#x2e;&#x6a;&#x65;&#114;&#97;&#98;kov&#x61;&#x40;&#x6d;&#x63;&#x6f;&#109;&#112;&#117;ter&#x73;&#x2e;&#x63;&#x7a;\">&#x6b;&#97;m&#x69;&#x6c;&#97;&#46;&#x6a;&#101;r&#x61;&#x62;&#107;o&#x76;&#97;&#64;&#x6d;&#x63;&#111;m&#x70;&#x75;&#116;&#x65;&#x72;&#115;&#46;&#x63;&#x7a;<\/a><\/p>\n<\/div><\/section><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_9'  class='avia-section av-2ddt5e0-83e6ec4ddac6b2d88dc4ac73f4d3cf43 main_color avia-section-default avia-no-border-styling  avia-builder-el-79  el_after_av_section  avia-builder-el-last  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-36879'><div class='entry-content-wrapper clearfix'>\n<section  class='av_textblock_section av-28kskzs-f2b38230bf00ffab91f93a665395c2f9 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock h-decor'  itemprop=\"text\" ><h2>References<\/h2>\n<\/div><\/section>\n<div  class='flex_column av-5tcfpk-418f2c5f816e22217d5b2a3b57de54b0 av_one_full  avia-builder-el-81  el_after_av_textblock  avia-builder-el-last  post-slider-col3 first flex_column_div  column-top-margin'     ><p><div  data-slideshow-options=\"{&quot;animation&quot;:&quot;fade&quot;,&quot;autoplay&quot;:true,&quot;loop_autoplay&quot;:&quot;endless&quot;,&quot;interval&quot;:&quot;5&quot;,&quot;loop_manual&quot;:&quot;manual-endless&quot;,&quot;autoplay_stopper&quot;:false,&quot;noNavigation&quot;:false,&quot;show_slide_delay&quot;:90}\" class='avia-content-slider avia-content-slider-active avia-content-slider1 avia-content-slider-even  avia-builder-el-82  el_before_av_textblock  avia-builder-el-first  new-post-grid av-slideshow-ui av-control-default   av-no-slider-navigation av-slideshow-autoplay av-loop-endless av-loop-manual-endless '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Blog\" ><div class=\"avia-content-slider-inner\"><div class=\"slide-entry-wrap\"><article class='slide-entry flex_column  post-entry post-entry-110735 slide-entry-overview slide-loop-1 slide-parity-odd  av_one_fourth first real-thumbnail posttype-post post-format-standard'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><a href='https:\/\/mcomputers.cz\/en\/2026\/01\/22\/the-first-ai-factory-in-the-cee-region\/' data-rel='slide-1' class='slide-image' title='The first AI Factory in the CEE region'><img decoding=\"async\" fetchpriority=\"high\" width=\"710\" height=\"375\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2026\/01\/beyond-pl-data-center-kampus-1-710x375.jpg\" class=\"wp-image-110649 avia-img-lazy-loading-not-110649 attachment-magazine size-magazine wp-post-image\" alt=\"\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2026\/01\/beyond-pl-data-center-kampus-1-710x375.jpg 710w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2026\/01\/beyond-pl-data-center-kampus-1-300x158.jpg 300w\" sizes=\"(max-width: 710px) 100vw, 710px\" \/><\/a><div class=\"slide-content\"><header class=\"entry-content-header\" aria-label=\"Slide: The first AI Factory in the CEE region\"><h3 class='slide-entry-title entry-title '  itemprop=\"headline\" ><a href='https:\/\/mcomputers.cz\/en\/2026\/01\/22\/the-first-ai-factory-in-the-cee-region\/' title='The first AI Factory in the CEE region'>The first AI Factory in the CEE region<\/a><\/h3><span class=\"av-vertical-delimiter\"><\/span><\/header><div class=\"slide-meta\"><time class='slide-meta-time updated'  itemprop=\"datePublished\" datetime=\"2026-01-22T16:00:29+01:00\" >22.1.2026<\/time><\/div><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" >\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><span class='hidden'>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" >\n\t\t\t\t\t\t<span itemprop='url'>https:\/\/mcomputers.cz\/wp-content\/uploads\/2026\/01\/beyond-pl-data-center-kampus-1.jpg<\/span>\n\t\t\t\t\t\t<span itemprop='height'>630<\/span>\n\t\t\t\t\t\t<span itemprop='width'>1200<\/span>\n\t\t\t\t<\/span>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"publisher\" itemtype=\"https:\/\/schema.org\/Organization\" itemscope=\"itemscope\" >\n\t\t\t\t\t\t<span itemprop='name'>Kamila Jerabkova<\/span>\n\t\t\t\t\t\t<span itemprop='logo' itemscope itemtype='https:\/\/schema.org\/ImageObject'>\n\t\t\t\t\t\t\t<span itemprop='url'>http:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/12\/obrazek_2024-12-03_164614578-e1733305217994.png<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/span><span class='av-structured-data'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><span itemprop='name'>Kamila Jerabkova<\/span><\/span><span class='av-structured-data'  itemprop=\"datePublished\" datetime=\"2022-02-28T15:02:42+01:00\" >2026-01-22 16:00:29<\/span><span class='av-structured-data'  itemprop=\"dateModified\" itemtype=\"https:\/\/schema.org\/dateModified\" >2026-03-31 10:54:01<\/span><span class='av-structured-data'  itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/mainEntityOfPage\" ><span itemprop='name'>The first AI Factory in the CEE region<\/span><\/span><\/span><\/article><article class='slide-entry flex_column  post-entry post-entry-42240 slide-entry-overview slide-loop-2 slide-parity-even  av_one_fourth  real-thumbnail posttype-post post-format-standard'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><a href='https:\/\/mcomputers.cz\/en\/2025\/05\/30\/farming-the-future-with-hpe-gpu-servers\/' data-rel='slide-1' class='slide-image' title='Farming the future with HPE GPU servers'><img decoding=\"async\" fetchpriority=\"high\" width=\"710\" height=\"375\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2025\/05\/hpe_czu_mini-710x375.png\" class=\"wp-image-42226 avia-img-lazy-loading-not-42226 attachment-magazine size-magazine wp-post-image\" alt=\"\" \/><\/a><div class=\"slide-content\"><header class=\"entry-content-header\" aria-label=\"Slide: Farming the future with HPE GPU servers\"><h3 class='slide-entry-title entry-title '  itemprop=\"headline\" ><a href='https:\/\/mcomputers.cz\/en\/2025\/05\/30\/farming-the-future-with-hpe-gpu-servers\/' title='Farming the future with HPE GPU servers'>Farming the future with HPE GPU servers<\/a><\/h3><span class=\"av-vertical-delimiter\"><\/span><\/header><div class=\"slide-meta\"><time class='slide-meta-time updated'  itemprop=\"datePublished\" datetime=\"2025-05-30T12:42:57+01:00\" >30.5.2025<\/time><\/div><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" >\n\n\n\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><span class='hidden'>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" >\n\t\t\t\t\t\t<span itemprop='url'>https:\/\/mcomputers.cz\/wp-content\/uploads\/2025\/05\/hpe_czu_mini.png<\/span>\n\t\t\t\t\t\t<span itemprop='height'>720<\/span>\n\t\t\t\t\t\t<span itemprop='width'>1280<\/span>\n\t\t\t\t<\/span>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"publisher\" itemtype=\"https:\/\/schema.org\/Organization\" itemscope=\"itemscope\" >\n\t\t\t\t\t\t<span itemprop='name'>Jitka Bl\u00e1hov\u00e1<\/span>\n\t\t\t\t\t\t<span itemprop='logo' itemscope itemtype='https:\/\/schema.org\/ImageObject'>\n\t\t\t\t\t\t\t<span itemprop='url'>http:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/12\/obrazek_2024-12-03_164614578-e1733305217994.png<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/span><span class='av-structured-data'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><span itemprop='name'>Jitka Bl\u00e1hov\u00e1<\/span><\/span><span class='av-structured-data'  itemprop=\"datePublished\" datetime=\"2022-02-28T15:02:42+01:00\" >2025-05-30 12:42:57<\/span><span class='av-structured-data'  itemprop=\"dateModified\" itemtype=\"https:\/\/schema.org\/dateModified\" >2025-07-01 08:49:53<\/span><span class='av-structured-data'  itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/mainEntityOfPage\" ><span itemprop='name'>Farming the future with HPE GPU servers<\/span><\/span><\/span><\/article><article class='slide-entry flex_column  post-entry post-entry-33644 slide-entry-overview slide-loop-3 slide-parity-odd  av_one_fourth  real-thumbnail posttype-post post-format-standard'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><a href='https:\/\/mcomputers.cz\/en\/2024\/08\/27\/amd-epyc-servers-support-brain-dynamics-research-at-charles-university\/' data-rel='slide-1' class='slide-image' title='AMD EPYC\u2122 servers for brain dynamics research'><img decoding=\"async\" fetchpriority=\"high\" width=\"710\" height=\"375\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/08\/AMD-reference-UK-Dynamika-mozku-1000-x-1000-px-710x375.png\" class=\"wp-image-33635 avia-img-lazy-loading-not-33635 attachment-magazine size-magazine wp-post-image\" alt=\"AMD\" \/><\/a><div class=\"slide-content\"><header class=\"entry-content-header\" aria-label=\"Slide: AMD EPYC\u2122 servers for brain dynamics research\"><h3 class='slide-entry-title entry-title '  itemprop=\"headline\" ><a href='https:\/\/mcomputers.cz\/en\/2024\/08\/27\/amd-epyc-servers-support-brain-dynamics-research-at-charles-university\/' title='AMD EPYC\u2122 servers for brain dynamics research'>AMD EPYC\u2122 servers for brain dynamics research<\/a><\/h3><span class=\"av-vertical-delimiter\"><\/span><\/header><div class=\"slide-meta\"><time class='slide-meta-time updated'  itemprop=\"datePublished\" datetime=\"2024-08-27T08:57:02+01:00\" >27.8.2024<\/time><\/div><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" >\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><span class='hidden'>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" >\n\t\t\t\t\t\t<span itemprop='url'>https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/08\/AMD-reference-UK-Dynamika-mozku-1000-x-1000-px.png<\/span>\n\t\t\t\t\t\t<span itemprop='height'>1000<\/span>\n\t\t\t\t\t\t<span itemprop='width'>1000<\/span>\n\t\t\t\t<\/span>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"publisher\" itemtype=\"https:\/\/schema.org\/Organization\" itemscope=\"itemscope\" >\n\t\t\t\t\t\t<span itemprop='name'>Veronika Pant\u016f\u010dkov\u00e1<\/span>\n\t\t\t\t\t\t<span itemprop='logo' itemscope itemtype='https:\/\/schema.org\/ImageObject'>\n\t\t\t\t\t\t\t<span itemprop='url'>http:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/12\/obrazek_2024-12-03_164614578-e1733305217994.png<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/span><span class='av-structured-data'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><span itemprop='name'>Veronika Pant\u016f\u010dkov\u00e1<\/span><\/span><span class='av-structured-data'  itemprop=\"datePublished\" datetime=\"2022-02-28T15:02:42+01:00\" >2024-08-27 08:57:02<\/span><span class='av-structured-data'  itemprop=\"dateModified\" itemtype=\"https:\/\/schema.org\/dateModified\" >2024-10-11 13:50:39<\/span><span class='av-structured-data'  itemprop=\"mainEntityOfPage\" itemtype=\"https:\/\/schema.org\/mainEntityOfPage\" ><span itemprop='name'>AMD EPYC\u2122 servers for brain dynamics research<\/span><\/span><\/span><\/article><article class='slide-entry flex_column  post-entry post-entry-31057 slide-entry-overview slide-loop-4 slide-parity-even  post-entry-last  av_one_fourth  real-thumbnail posttype-post post-format-standard'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><a href='https:\/\/mcomputers.cz\/en\/2024\/06\/21\/helping-to-accelerate-geolocation-projects\/' data-rel='slide-1' class='slide-image' title='Helping to accelerate geolocation projects'><img decoding=\"async\" fetchpriority=\"high\" width=\"710\" height=\"375\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/04\/1711541895654-710x375.jpg\" class=\"wp-image-30157 avia-img-lazy-loading-not-30157 attachment-magazine size-magazine wp-post-image\" alt=\"\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/04\/1711541895654-710x375.jpg 710w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/04\/1711541895654-800x423.jpg 800w\" sizes=\"(max-width: 710px) 100vw, 710px\" \/><\/a><div class=\"slide-content\"><header class=\"entry-content-header\" aria-label=\"Slide: Helping to accelerate geolocation projects\"><h3 class='slide-entry-title entry-title '  itemprop=\"headline\" ><a href='https:\/\/mcomputers.cz\/en\/2024\/06\/21\/helping-to-accelerate-geolocation-projects\/' title='Helping to accelerate geolocation projects'>Helping to accelerate geolocation projects<\/a><\/h3><span class=\"av-vertical-delimiter\"><\/span><\/header><div class=\"slide-meta\"><time class='slide-meta-time updated'  itemprop=\"datePublished\" datetime=\"2024-06-21T16:51:05+01:00\" >21.6.2024<\/time><\/div><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" >\n\n\n\n\n\n\n\n\n\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><span class='hidden'>\n\t\t\t\t<span class='av-structured-data'  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" >\n\t\t\t\t\t\t<span itemprop='url'>https:\/\/mcomputers.cz\/wp-content\/uploads\/2024\/04\/1711541895654.jpg<\/span>\n\t\t\t\t\t\t<span 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