{"id":230,"date":"2022-07-06T12:01:56","date_gmt":"2022-07-06T04:01:56","guid":{"rendered":"https:\/\/novaglobal.com.sg\/?p=230"},"modified":"2022-08-22T16:13:14","modified_gmt":"2022-08-22T08:13:14","slug":"nvidia-launchpad-nvidia-ai-enterprise","status":"publish","type":"post","link":"https:\/\/novaglobal.com.sg\/index.php\/nvidia-launchpad-nvidia-ai-enterprise\/","title":{"rendered":"NVIDIA LaunchPad + NVIDIA AI Enterprise"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\"><strong>What is NVIDIA LaunchPad<\/strong><\/h4>\n\n\n\n<p>NVIDIA\nLaunchPad is a free program that provides users short-term access to a large\ncatalog of hands-on labs. Enterprises and organizations can immediately tap\ninto the necessary hardware and software stacks to experience end-to-end\nsolution workflows in the areas of AI, data science, 3D design collaboration\nand simulation, and more.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>What to Expect on NVIDIA LaunchPad<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"552\" height=\"311\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1.png\" alt=\"\" class=\"wp-image-235\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1.png 552w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1-300x169.png 300w\" sizes=\"(max-width: 552px) 100vw, 552px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"967\" height=\"354\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1.5.png\" alt=\"\" class=\"wp-image-248\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1.5.png 967w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1.5-300x110.png 300w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-1.5-768x281.png 768w\" sizes=\"(max-width: 967px) 100vw, 967px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>What is NVIDIA AI Enterprise<\/strong><\/h4>\n\n\n\n<p>NVIDIA AI\nEnterprise Catalog gives you the entire access to an end-to-end, cloud-native,\nsuite of AI and data analytics software, optimized and certified by NVIDIA.\nIt\u2019s certified to deploy anywhere\u2014from the enterprise data center to the public\ncloud\u2014and includes global enterprise support and training. It includes key\nenabling technologies and software from NVIDIA for rapid deployment,\nmanagement, and scaling of AI workloads in the modern hybrid cloud.<\/p>\n\n\n\n<p>NVIDIA AI\nEnterprise enables the following:<\/p>\n\n\n\n<ol><li>Leverage fully integrated, optimized,\ncertified, and supported software from NVIDIA for AI workloads.<\/li><li>Run NVIDIA AI frameworks and tools optimized\nfor GPU acceleration, reducing deployment time and ensuring reliable\nperformance.<\/li><li>Deploy anywhere \u2013 including on popular data\ncenter platforms from VMware and Red Hat, mainstream NVIDIA-Certified Systems\nconfigured with or without GPUs, and on GPU-accelerated instances in the public\ncloud.<\/li><li>Leverage the jointly certified NVIDIA and Red\nHat solution to deploy and manage AI workloads in containers or VMs with\noptimized software.<\/li><li>Scale out to multiple nodes, enabling even the\nlargest deep learning training models to run on the VMware vSphere. Previously,\nscaling with bare metal performance in a fully virtualized environment was\nlimited to a single node, limiting the complexity and size of AI workloads that\ncould be supported.<\/li><li>Run AI workloads at near bare-metal performance\nwith new optimizations for GPU acceleration on vSphere, including support for\nthe latest Ampere architecture including the NVIDIA A100. Additionally,\ntechnologies like GPUDirect Communications can now be supported on vSphere. This\nprovides communication between GPU memory and storage across a cluster for\nimproved performance.<\/li><\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"898\" height=\"731\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-2.jpg\" alt=\"\" class=\"wp-image-251\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-2.jpg 898w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-2-300x244.jpg 300w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-2-768x625.jpg 768w\" sizes=\"(max-width: 898px) 100vw, 898px\" \/><\/figure>\n\n\n\n<p>The NVIDIA\nAI Enterprise includes:<\/p>\n\n\n\n<ul><li>TensorFlow and Pytorch for machine learning<\/li><li>NVIDIA TAO Toolkit for a faster, easier way to\naccelerate training and quickly create highly accurate and performant,\ndomain-specific vision, and conversational AI models<\/li><li>NVIDIA Tensor RT, for GPU optimized deep\nlearning inference and Triton Inference Server to deploy trained AI models at\nscale<\/li><li>Triton Inference Server supports all major\nframeworks, such as TensorFlow, TensorRT, PyTorch, MXNet, Python and more.\nTriton Inference Server also includes the RAPIDS FIL backend for the best\ninference performance for tree-based models on GPUs.<\/li><li>NVIDIA RAPIDS, for end-to-end data science, machine\nlearning and analytics pipeline<\/li><li>NVIDIA GPU and Network Operators, to deploy and\nmanage NVIDIA GPU and Networking resources in Kubernetes<\/li><li>NVIDIA vGPU Software, to deploy vGPU on common\ndata center platforms, including VMware and Red Hat<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Deploying NVIDIA AI Enterprise on NVIDIA LaunchPad<\/strong><\/h4>\n\n\n\n<p>Through the\nLaunchPad portal, NVIDIA provides a series of steps that you can follow to\ninstall the NVIDIA AI Enterprise software stack. For example, below\ndemonstration is to \u201cTrain and Deploy an AI Support Chatbot\u201d using TensorFlow,\nTensorRT and Triton Inference Server from the NVIDIA AI Enterprise Catalog.<\/p>\n\n\n\n<ol><li>Connect to the VMware vCenter<\/li><\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"265\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-3.png\" alt=\"\" class=\"wp-image-253\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-3.png 764w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-3-300x104.png 300w\" sizes=\"(max-width: 764px) 100vw, 764px\" \/><\/figure>\n\n\n\n<p>2. Create Your First NVIDIA AI Enterprise VM and install the Operating System. We also added an NVIDIA Virtual GPU device to the VM to accelerate the workloads later on.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"181\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-5.png\" alt=\"\" class=\"wp-image-239\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-5.png 374w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-5-300x145.png 300w\" sizes=\"(max-width: 374px) 100vw, 374px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"274\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-6.png\" alt=\"\" class=\"wp-image-240\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-6.png 374w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-6-300x220.png 300w\" sizes=\"(max-width: 374px) 100vw, 374px\" \/><\/figure>\n\n\n\n<p>3. Installing Docker and Docker Utility Engine for NVIDIA GPUs<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"222\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-7.png\" alt=\"\" class=\"wp-image-241\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-7.png 314w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-7-300x212.png 300w\" sizes=\"(max-width: 314px) 100vw, 314px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"567\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-8.png\" alt=\"\" class=\"wp-image-242\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-8.png 899w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-8-300x189.png 300w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-8-768x484.png 768w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"898\" height=\"514\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-9.png\" alt=\"\" class=\"wp-image-243\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-9.png 898w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-9-300x172.png 300w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-9-768x440.png 768w\" sizes=\"(max-width: 898px) 100vw, 898px\" \/><\/figure>\n\n\n\n<p>4.  Installing Tensorflow to train the BERT model for conversational AI (NLP) <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"892\" height=\"152\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-10.png\" alt=\"\" class=\"wp-image-244\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-10.png 892w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-10-300x51.png 300w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-10-768x131.png 768w\" sizes=\"(max-width: 892px) 100vw, 892px\" \/><\/figure>\n\n\n\n<p>5. Installing Triton Inference Server to serve the trained BERT model<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"203\" src=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-11.png\" alt=\"\" class=\"wp-image-245\" srcset=\"https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-11.png 899w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-11-300x68.png 300w, https:\/\/novaglobal.com.sg\/wp-content\/uploads\/2022\/07\/NVAIE-11-768x173.png 768w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/><\/figure>\n\n\n\n<p>For more\ndetails and enquiries about NVIDIA Products, including NVIDIA Launchpad and\nNVIDIA AI Enterprise, please contact our sales team at:<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"mailto:sales@novaglobal.com.sg\">sales@novaglobal.com.sg<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is NVIDIA LaunchPad NVIDIA LaunchPad is a free program that provides users short-term access to a large catalog of hands-on labs. Enterprises and organizations can immediately tap into the necessary hardware and software stacks to experience end-to-end solution workflows in the areas of AI, data science, 3D design collaboration and simulation, and more. What [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/posts\/230"}],"collection":[{"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/comments?post=230"}],"version-history":[{"count":13,"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/posts\/230\/revisions"}],"predecessor-version":[{"id":258,"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/posts\/230\/revisions\/258"}],"wp:attachment":[{"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/media?parent=230"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/categories?post=230"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/novaglobal.com.sg\/index.php\/wp-json\/wp\/v2\/tags?post=230"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}