{"id":31588,"date":"2023-02-12T06:00:00","date_gmt":"2023-02-12T14:00:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=31588"},"modified":"2023-02-10T10:57:12","modified_gmt":"2023-02-10T18:57:12","slug":"insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/","title":{"rendered":"@insideBIGDATApodcast: The Open Source Stack Unleashing a Game-Changing AI Hardware Shift"},"content":{"rendered":"\n<audio controls=\"true\" preload=\"none\" src=\"https:\/\/dts.podtrac.com\/redirect.mp3\/www.buzzsprout.com\/682433\/12118036-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift.mp3\"><\/audio>\n\n\n\n<p>Welcome back to the insideBIGDATA series of podcast presentations, a curated collection of topics relevant to our global audience. We bring you compelling topics of the day including: big data, data science, machine learning, AI, and deep learning. Enjoy!<\/p>\n\n\n\n<p>For this installment, we bring you&nbsp;a podcast from <a href=\"https:\/\/thedataexchange.media\/\" target=\"_blank\" rel=\"noreferrer noopener\">The Data Exchange<\/a> with Ben Lorica presented by Gradient Flow featuring Dylan Patel, Chief Analyst at&nbsp;<a href=\"https:\/\/www.semianalysis.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SemiAnalysis<\/a>,&nbsp;a boutique semiconductor research and consulting firm focused on the semiconductor supply chain from chemical inputs to fabs to design IP and strategy. This episode discusses the emerging open source software stack for PyTorch that makes it easier and more accessible to implement non-NVIDIA backends (see&nbsp;<a href=\"https:\/\/www.semianalysis.com\/p\/nvidiaopenaitritonpytorch\" target=\"_blank\" rel=\"noreferrer noopener\">his recent post<\/a>). Many people have long surmised that&nbsp; there will be other successful accelerators besides NVIDIA GPUs and Google TPUs. Unfortunately, the companies behind new hardware accelerators do not possess enough resources to build a software stack to mimic CUDA or XLA. A natural solution is for other players to build an open source software stack that goes all the way to the accelerator instruction set. The hope is that such a software stack matures and eventually becomes a viable alternative to CUDA.<\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/inside-bigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noreferrer noopener\">newsletter<\/a>.<\/em><\/p>\n\n\n\n<p><em>Join us on Twitter:&nbsp;<a href=\"https:\/\/twitter.com\/InsideBigData1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/twitter.com\/InsideBigData1<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on LinkedIn:&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/insidebigdata\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.linkedin.com\/company\/insidebigdata\/<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on Facebook:&nbsp;<a href=\"https:\/\/www.facebook.com\/insideBIGDATANOW\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.facebook.com\/insideBIGDATANOW<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Welcome to the insideBIGDATA series of podcast presentations, a highly curated collection of topics relevant to our global audience. Topics include big data, data science, machine learning, AI, and deep learning. Enjoy! This episode discusses the emerging open source software stack for PyTorch that makes it easier and more accessible to implement non-NVIDIA backends. <\/p>\n","protected":false},"author":10513,"featured_media":31495,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[526,115,62,180,268,56,83,1],"tags":[437,655,263,848,915,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>@insideBIGDATApodcast: The Open Source Stack Unleashing a Game-Changing AI Hardware Shift - insideBIGDATA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"@insideBIGDATApodcast: The Open Source Stack Unleashing a Game-Changing AI Hardware Shift - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"Welcome to the insideBIGDATA series of podcast presentations, a highly curated collection of topics relevant to our global audience. Topics include big data, data science, machine learning, AI, and deep learning. Enjoy! This episode discusses the emerging open source software stack for PyTorch that makes it easier and more accessible to implement non-NVIDIA backends.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2023-02-12T14:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-02-10T18:57:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/01\/Podcast_shutterstock_612194837.png\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Editorial Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editorial Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/\",\"url\":\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/\",\"name\":\"@insideBIGDATApodcast: The Open Source Stack Unleashing a Game-Changing AI Hardware Shift - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2023-02-12T14:00:00+00:00\",\"dateModified\":\"2023-02-10T18:57:12+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2023\/02\/12\/insidebigdatapodcast-the-open-source-stack-unleashing-a-game-changing-ai-hardware-shift\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"@insideBIGDATApodcast: The Open Source Stack Unleashing a Game-Changing AI Hardware Shift\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; 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