Install of tensorflow following nvidia's doc fails? - Jetson Orin Nano

<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <title>Install of tensorflow following nvidia's doc fails? - Jetson Orin Nano - NVIDIA Developer Forums</title> <meta name="description" content="Dear Nvidia鈥檚 team, I just received my brand new Jetson Orin Nano and flashed the L4T 35.4.1 and Jetpack 5.1.2 Trying to install tensorflow, I follow the documentation as described here: Installing TensorFlow for Jetso&hellip;"> <meta name="generator" content="Discourse 3.4.0.beta4-dev - https://github.com/discourse/discourse version c8ccf79545125d4c74edef9e463e07518b245bf5"> <link rel="icon" type="image/png" href="https://global.discourse-cdn.com/nvidia/optimized/2X/0/0372ccc95874f71d7fbff64bbbff6f8c69dd850b_2_32x32.png"> <link rel="apple-touch-icon" type="image/png" href="https://global.discourse-cdn.com/nvidia/optimized/2X/8/819b2855e1f1f3249e77dc713405cf77d1eda57c_2_180x180.png"> <meta name="theme-color" media="all" content="#000000"> <meta name="color-scheme" content="light"> 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Upon reaching this line of the documentation: $ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.12.0+nv23.04 I get this result: $ sudo pip3 install --extra-..." /> <meta name="twitter:description" content="Dear Nvidia鈥檚 team, I just received my brand new Jetson Orin Nano and flashed the L4T 35.4.1 and Jetpack 5.1.2 Trying to install tensorflow, I follow the documentation as described here: Installing TensorFlow for Jetson Platform - NVIDIA Docs but end up with a version error. Upon reaching this line of the documentation: $ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.12.0+nv23.04 I get this result: $ sudo pip3 install --extra-..." /> <meta property="og:article:section" content="Robotics & Edge Computing" /> <meta property="og:article:section:color" content="76B900" /> <meta property="og:article:section" content="Jetson & Embedded Systems" /> <meta property="og:article:section:color" content="76B900" /> <meta property="og:article:section" content="Jetson Orin Nano" /> <meta property="og:article:section:color" content="76B900" /> <meta property="og:article:tag" content="tensorflow" /> <meta property="article:published_time" content="2023-08-19T15:07:17+00:00" /> <meta property="og:ignore_canonical" content="true" /> <script type="application/ld+json">{"@context":"http://schema.org","@type":"QAPage","name":"Install of tensorflow following nvidia's doc fails?","mainEntity":{"@type":"Question","name":"Install of tensorflow following nvidia's doc fails?","text":"Dear Nvidia鈥檚 team,\n\nI just received my brand new Jetson Orin Nano and flashed the L4T 35.4.1 and Jetpack 5.1.2\n\nTrying to install tensorflow, I follow the documentation as described here: <a href=\"https://docs.nvidia.com/deeplearning/frameworks/install-tf-jetson-platform/index.html\" class=\"inline-onebox\" rel=\"noopener nofollow ugc\">Installing TensorFlow for Jetson Platform - NVIDIA Docs<\/a> but end up with a version error.\n\nUpon reaching this li…","upvoteCount":0,"answerCount":1,"datePublished":"2023-08-19T15:07:16.982Z","author":{"@type":"Person","name":"l.weingart","url":"https://forums.developer.nvidia.com/u/l.weingart"},"acceptedAnswer":{"@type":"Answer","text":"Hi,\n\nFor JetPack 5.1.2, please try the following command:\n\n$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v512 tensorflow==2.12.0+nv23.06\n\nThanks.","upvoteCount":0,"datePublished":"2023-08-21T05:11:37.543Z","url":"https://forums.developer.nvidia.com/t/install-of-tensorflow-following-nvidias-doc-fails/263701/4","author":{"@type":"Person","name":"AastaLLL","url":"https://forums.developer.nvidia.com/u/AastaLLL"}}}}</script> </head> <body class="crawler browser-update"> <header> <a href="/"> NVIDIA Developer Forums </a> </header> <div id="main-outlet" class="wrap" role="main"> <div id="topic-title"> <h1> <a href="/t/install-of-tensorflow-following-nvidias-doc-fails/263701">Install of tensorflow following nvidia's doc fails?</a> </h1> <div class="topic-category" itemscope itemtype="http://schema.org/BreadcrumbList"> <span itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"> <a href="/c/robotics-edge-computing/jetson-embedded-systems/jetson-orin-nano/632" class="badge-wrapper bullet" itemprop="item"> <span class='badge-category-bg' style='background-color: #76B900'></span> <span class='badge-category clear-badge'> <span class='category-name' itemprop='name'>Robotics & Edge Computing</span> </span> </a> <meta itemprop="position" content="1" /> </span> <span itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"> <a href="/c/robotics-edge-computing/jetson-embedded-systems/jetson-orin-nano/632" class="badge-wrapper bullet" itemprop="item"> <span class='badge-category-bg' style='background-color: #76B900'></span> <span class='badge-category clear-badge'> <span class='category-name' itemprop='name'>Jetson & Embedded Systems</span> </span> </a> <meta itemprop="position" content="2" /> </span> <span itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"> <a href="/c/robotics-edge-computing/jetson-embedded-systems/jetson-orin-nano/632" class="badge-wrapper bullet" itemprop="item"> <span class='badge-category-bg' style='background-color: #76B900'></span> <span class='badge-category clear-badge'> <span class='category-name' itemprop='name'>Jetson Orin Nano</span> </span> </a> <meta itemprop="position" content="3" /> </span> </div> <div class="topic-category"> <div class='discourse-tags list-tags'> <a href='https://forums.developer.nvidia.com/tag/tensorflow' class='discourse-tag' rel="tag">tensorflow</a> </div> </div> </div> <div itemscope itemtype='http://schema.org/DiscussionForumPosting'> <meta itemprop='headline' content='Install of tensorflow following nvidia's doc fails?'> <link itemprop='url' href='https://forums.developer.nvidia.com/t/install-of-tensorflow-following-nvidias-doc-fails/263701'> <meta itemprop='datePublished' content='2023-08-19T15:07:16Z'> <meta itemprop='articleSection' content='Jetson Orin Nano'> <meta itemprop='keywords' content='tensorflow'> <div itemprop='publisher' itemscope itemtype="http://schema.org/Organization"> <meta itemprop='name' content='NVIDIA'> <div itemprop='logo' itemscope itemtype="http://schema.org/ImageObject"> <meta itemprop='url' content='https://global.discourse-cdn.com/nvidia/original/3X/a/1/a1ef6e0c1fbd3fad5bf82538b78dfaa9c5fa1a61.png'> </div> </div> <div id='post_1' class='topic-body crawler-post'> <div class='crawler-post-meta'> <span class="creator" itemprop="author" itemscope itemtype="http://schema.org/Person"> <a itemprop="url" rel='nofollow' href='https://forums.developer.nvidia.com/u/l.weingart'><span itemprop='name'>l.weingart</span></a> </span> <link itemprop="mainEntityOfPage" href="https://forums.developer.nvidia.com/t/install-of-tensorflow-following-nvidias-doc-fails/263701"> <span class="crawler-post-infos"> <time datetime='2023-08-19T15:07:17Z' class='post-time'> August 19, 2023, 3:07pm </time> <meta itemprop='dateModified' content='2023-09-11T07:53:44Z'> <span itemprop='position'>1</span> </span> </div> <div class='post' itemprop='text'> <p>Dear Nvidia鈥檚 team,</p> <p>I just received my brand new Jetson Orin Nano and flashed the L4T 35.4.1 and Jetpack 5.1.2<br> Trying to install tensorflow, I follow the documentation as described here: <a href="https://docs.nvidia.com/deeplearning/frameworks/install-tf-jetson-platform/index.html" class="inline-onebox" rel="noopener nofollow ugc">Installing TensorFlow for Jetson Platform - NVIDIA Docs</a> but end up with a version error.<br> Upon reaching this line of the documentation:</p> <pre><code class="lang-auto">$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.12.0+nv23.04 </code></pre> <p>I get this result:</p> <pre><code class="lang-auto">$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.12.0+nv23.04 Looking in indexes: https://pypi.org/simple, https://developer.download.nvidia.com/compute/redist/jp/v51 ERROR: Could not find a version that satisfies the requirement tensorflow==2.12.0+nv23.04 (from versions: 1.15.5+nv23.1, 1.15.5+nv23.2, 1.15.5+nv23.3, 2.10.0rc0, 2.10.0rc1, 2.10.0rc2, 2.10.0rc3, 2.10.0, 2.10.1, 2.11.0rc0, 2.11.0rc1, 2.11.0rc2, 2.11.0, 2.11.0+nv23.1, 2.11.0+nv23.2, 2.11.0+nv23.3, 2.11.1, 2.12.0rc0, 2.12.0rc1, 2.12.0, 2.12.1, 2.13.0rc0, 2.13.0rc1, 2.13.0rc2, 2.13.0) ERROR: No matching distribution found for tensorflow==2.12.0+nv23.04 </code></pre> <p>I also randomly tried with jp/512 or nv23.08 but get the same result.<br> Would you have any idea of the correct versions number I should use?<br> Should I change the nv version?</p> <p>Here are some versioning descriptions:</p> <pre><code class="lang-auto">$ sudo apt show nvidia-jetpack Package: nvidia-jetpack Version: 5.1.2-b104 Priority: standard Section: metapackages Maintainer: NVIDIA Corporation Installed-Size: 199 kB Depends: nvidia-jetpack-runtime (= 5.1.2-b104), nvidia-jetpack-dev (= 5.1.2-b104) Homepage: http://developer.nvidia.com/jetson Download-Size: 29.3 kB APT-Manual-Installed: yes APT-Sources: https://repo.download.nvidia.com/jetson/common r35.4/main arm64 Packages Description: NVIDIA Jetpack Meta Package </code></pre> <pre><code class="lang-auto">$ ./jetsonInfo.py NVIDIA NVIDIA Orin Nano Developer Kit L4T 35.4.1 [ JetPack UNKNOWN ] Ubuntu 20.04.6 LTS Kernel Version: 5.10.120-tegra CUDA 11.4.315 CUDA Architecture: 8.7 OpenCV version: 4.5.4 OpenCV Cuda: YES CUDNN: 8.6.0.166 TensorRT: 8.5.2.2 Vision Works: NOT_INSTALLED VPI: 2.3.9 Vulcan: 1.3.204 </code></pre> <p>Thank you very much for your esteemed help<br> Cheers</p> </div> <div itemprop="interactionStatistic" itemscope itemtype="http://schema.org/InteractionCounter"> <meta itemprop="interactionType" content="http://schema.org/LikeAction"/> <meta itemprop="userInteractionCount" content="0" /> <span class='post-likes'></span> </div> </div> <div id='post_2' itemprop='comment' itemscope itemtype='http://schema.org/Comment' class='topic-body crawler-post'> <div class='crawler-post-meta'> <span class="creator" itemprop="author" itemscope itemtype="http://schema.org/Person"> <a itemprop="url" rel='nofollow' href='https://forums.developer.nvidia.com/u/l.weingart'><span itemprop='name'>l.weingart</span></a> </span> <span class="crawler-post-infos"> <time itemprop='datePublished' datetime='2023-08-19T15:56:26Z' class='post-time'> August 19, 2023, 3:56pm </time> <meta itemprop='dateModified' content='2023-08-19T15:56:26Z'> <span itemprop='position'>2</span> </span> </div> <div class='post' itemprop='text'> <p>Hi again,</p> <p>For some reason, not knowing what to do with the NV VERSION, I retried to install without the +nv23.04 and yeay, it worked!<br> Succeeding with this install needed some guesswork, but it was done in the end.</p> </div> <div itemprop="interactionStatistic" itemscope itemtype="http://schema.org/InteractionCounter"> <meta itemprop="interactionType" content="http://schema.org/LikeAction"/> <meta itemprop="userInteractionCount" content="0" /> <span class='post-likes'></span> </div> </div> <div id='post_4' itemprop='comment' itemscope itemtype='http://schema.org/Comment' class='topic-body crawler-post'> <div class='crawler-post-meta'> <span class="creator" itemprop="author" itemscope itemtype="http://schema.org/Person"> <a itemprop="url" rel='nofollow' href='https://forums.developer.nvidia.com/u/AastaLLL'><span itemprop='name'>AastaLLL</span></a> </span> <span class="crawler-post-infos"> <time itemprop='datePublished' datetime='2023-08-21T05:11:37Z' class='post-time'> August 21, 2023, 5:11am </time> <meta itemprop='dateModified' content='2023-08-21T05:11:37Z'> <span itemprop='position'>4</span> </span> </div> <div class='post' itemprop='text'> <p>Hi,</p> <p>For JetPack 5.1.2, please try the following command:</p> <pre><code class="lang-auto">$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v512 tensorflow==2.12.0+nv23.06 </code></pre> <p>Thanks.</p> </div> <div itemprop="interactionStatistic" itemscope itemtype="http://schema.org/InteractionCounter"> <meta itemprop="interactionType" content="http://schema.org/LikeAction"/> <meta itemprop="userInteractionCount" content="0" /> <span class='post-likes'></span> </div> </div> <div id='post_6' itemprop='comment' itemscope itemtype='http://schema.org/Comment' class='topic-body crawler-post'> <div class='crawler-post-meta'> <span class="creator" itemprop="author" itemscope itemtype="http://schema.org/Person"> <a itemprop="url" rel='nofollow' href='https://forums.developer.nvidia.com/u/system'><span itemprop='name'>system</span></a> Closed </span> <span class="crawler-post-infos"> <time itemprop='datePublished' datetime='2023-09-25T07:53:51Z' class='post-time'> September 25, 2023, 7:53am </time> <meta itemprop='dateModified' content='2023-09-25T07:53:51Z'> <span itemprop='position'>6</span> </span> </div> <div class='post' itemprop='text'> <p>This topic was automatically closed 14 days after the last reply. 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Install of tensorflow following nvidia's doc fails? - Jetson Orin Nano - NVIDIA Developer Forums