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</div> <div id="rtd-footer-container"></div> </div> <main id="main-content" class="bd-main" role="main"> <div class="bd-content"> <div class="bd-article-container"> <div class="bd-header-article d-print-none"> <div class="header-article-items header-article__inner"> <div class="header-article-items__start"> <div class="header-article-item"> <nav aria-label="Breadcrumb" class="d-print-none"> <ul class="bd-breadcrumbs"> <li class="breadcrumb-item breadcrumb-home"> <a href="../index.html" class="nav-link" aria-label="Home"> <i class="fa-solid fa-home"></i> </a> </li> <li class="breadcrumb-item active" aria-current="page">Support Matrix</li> </ul> </nav> </div> </div> </div> </div> <div id="searchbox"></div> <article class="bd-article"> <section id="support-matrix"> <span id="id1"></span><h1>Support Matrix<a class="headerlink" href="#support-matrix" title="Link to this heading">#</a></h1> <section id="gpu-cuda-toolkit-and-cuda-driver-requirements"> <span id="cudnn-cuda-hardware-versions"></span><h2>GPU, CUDA Toolkit, and CUDA Driver Requirements<a class="headerlink" href="#gpu-cuda-toolkit-and-cuda-driver-requirements" title="Link to this heading">#</a></h2> <p>The following sections highlight the compatibility of NVIDIA cuDNN versions with the various supported NVIDIA CUDA Toolkit, CUDA driver, and NVIDIA hardware versions.</p> <div class="pst-scrollable-table-container"><table class="table" id="id17"> <caption><span class="caption-text">Supported NVIDIA Hardware and CUDA Version</span><a class="headerlink" href="#id17" title="Link to this table">#</a></caption> <thead> <tr class="row-odd"><th class="head"><p>cuDNN Package <a class="footnote-reference brackets" href="#f1" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a></p></th> <th class="head"><p><a class="reference external" href="https://developer.nvidia.com/cuda-toolkit-archive">CUDA Toolkit Version</a></p></th> <th class="head"><p>Supports static linking? <a class="footnote-reference brackets" href="#f2" id="id3" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a></p></th> <th class="head"><p>NVIDIA Driver Version for Linux</p></th> <th class="head"><p>NVIDIA Driver Version for Windows</p></th> <th class="head"><p><a class="reference external" href="https://developer.nvidia.com/cuda-gpus">CUDA Compute Capability</a></p></th> <th class="head"><p>Supported NVIDIA Hardware</p></th> </tr> </thead> <tbody> <tr class="row-even"><td><p>cuDNN 9.5.1 for CUDA 12.x</p></td> <td><ul class="simple"> <li><p>12.6</p></li> <li><p>12.5</p></li> <li><p>12.4</p></li> <li><p>12.3</p></li> <li><p>12.2</p></li> <li><p>12.1</p></li> <li><p>12.0</p></li> </ul> </td> <td><p>Yes</p></td> <td><p>>=525.60.13</p></td> <td><p>>=527.41</p></td> <td><ul class="simple"> <li><p>9.0 <a class="footnote-reference brackets" href="#f3" id="id4" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>8.9 <a class="footnote-reference brackets" href="#f3" id="id5" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>8.6</p></li> <li><p>8.0</p></li> <li><p>7.5</p></li> <li><p>7.0</p></li> <li><p>6.1</p></li> <li><p>6.0</p></li> <li><p>5.0</p></li> </ul> </td> <td><ul class="simple"> <li><p>NVIDIA Hopper <a class="footnote-reference brackets" href="#f3" id="id6" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>NVIDIA Ada Lovelace architecture <a class="footnote-reference brackets" href="#f3" id="id7" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>NVIDIA Ampere architecture</p></li> <li><p>NVIDIA Turing</p></li> <li><p>NVIDIA Volta</p></li> <li><p>NVIDIA Pascal</p></li> <li><p>NVIDIA Maxwell</p></li> </ul> </td> </tr> <tr class="row-odd"><td><p>cuDNN 9.5.1 for CUDA 11.x</p></td> <td><p>11.8</p></td> <td><p>Yes</p></td> <td><p>>= 450.80.02</p></td> <td><p>>=452.39</p></td> <td><ul class="simple"> <li><p>9.0 <a class="footnote-reference brackets" href="#f3" id="id8" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>8.9 <a class="footnote-reference brackets" href="#f3" id="id9" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>8.6</p></li> <li><p>8.0</p></li> <li><p>7.5</p></li> <li><p>7.0</p></li> <li><p>6.1</p></li> <li><p>6.0</p></li> <li><p>5.0</p></li> </ul> </td> <td><ul class="simple"> <li><p>NVIDIA Hopper <a class="footnote-reference brackets" href="#f3" id="id10" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>NVIDIA Ada Lovelace architecture <a class="footnote-reference brackets" href="#f3" id="id11" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p></li> <li><p>NVIDIA Ampere architecture</p></li> <li><p>NVIDIA Turing</p></li> <li><p>NVIDIA Volta</p></li> <li><p>NVIDIA Pascal</p></li> <li><p>NVIDIA Maxwell</p></li> </ul> </td> </tr> <tr class="row-even"><td><p>cuDNN 9.5.1 for CUDA 11.x</p></td> <td><ul class="simple"> <li><p>11.7</p></li> <li><p>11.6</p></li> <li><p>11.5</p></li> <li><p>11.4 <a class="footnote-reference brackets" href="#f4" id="id12" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a></p></li> <li><p>11.3 <a class="footnote-reference brackets" href="#f4" id="id13" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a></p></li> <li><p>11.2 <a class="footnote-reference brackets" href="#f4" id="id14" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a></p></li> <li><p>11.1 <a class="footnote-reference brackets" href="#f4" id="id15" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a></p></li> <li><p>11.0 <a class="footnote-reference brackets" href="#f4" id="id16" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a></p></li> </ul> </td> <td><p>No</p></td> <td><p>>= 450.80.02</p></td> <td><p>>=452.39</p></td> <td><ul class="simple"> <li><p>9.0</p></li> <li><p>8.9</p></li> <li><p>8.6</p></li> <li><p>8.0</p></li> <li><p>7.5</p></li> <li><p>7.0</p></li> <li><p>6.1</p></li> <li><p>6.0</p></li> <li><p>5.0</p></li> </ul> </td> <td><ul class="simple"> <li><p>NVIDIA Hopper</p></li> <li><p>NVIDIA Ada Lovelace architecture</p></li> <li><p>NVIDIA Ampere architecture</p></li> <li><p>NVIDIA Turing</p></li> <li><p>NVIDIA Volta</p></li> <li><p>NVIDIA Pascal</p></li> <li><p>NVIDIA Maxwell</p></li> </ul> </td> </tr> </tbody> </table> </div> <div class="admonition note"> <p class="admonition-title">Note</p> <p>For best performance, the recommended configuration for GPUs Volta or later is cuDNN 9.5.1 with CUDA 12.6. For GPUs prior to Volta (that is, Pascal and Maxwell), the recommended configuration is cuDNN 9.5.1 with CUDA 11.8. These are the configurations used for tuning heuristics.</p> </div> </section> <section id="cpu-architecture-and-os-requirements"> <span id="os-versions"></span><h2>CPU Architecture and OS Requirements<a class="headerlink" href="#cpu-architecture-and-os-requirements" title="Link to this heading">#</a></h2> <p>The following tables highlight the compatibility of cuDNN versions with the various supported OS versions.</p> <section id="linux"> <span id="cudnn-versions-linux"></span><h3>Linux<a class="headerlink" href="#linux" title="Link to this heading">#</a></h3> <p>Refer to the following table to view the list of supported Linux versions for cuDNN.</p> <div class="pst-scrollable-table-container"><table class="table" id="id18"> <caption><span class="caption-text">Linux Versions for cuDNN</span><a class="headerlink" href="#id18" title="Link to this table">#</a></caption> <thead> <tr class="row-odd"><th class="head"><p>Architecture</p></th> <th class="head"><p>OS Name</p></th> <th class="head"><p>OS Version</p></th> <th class="head"><p>Distro Information: Kernel</p></th> <th class="head"><p>Distro Information: GCC</p></th> <th class="head"><p>Distro Information: Glibc</p></th> </tr> </thead> <tbody> <tr class="row-even"><td><p>x86_64</p></td> <td><p>RHEL</p></td> <td><p>9.x</p></td> <td><p>5.14.0</p></td> <td><p>11.4.1</p></td> <td><p>2.34</p></td> </tr> <tr class="row-odd"><td><p>x86_64</p></td> <td><p>RHEL</p></td> <td><p>8.x</p></td> <td><p>4.18.0</p></td> <td><p>8.5.0</p></td> <td><p>2.28</p></td> </tr> <tr class="row-even"><td><p>x86_64</p></td> <td><p>Rocky</p></td> <td><p>9.3</p></td> <td><p>5.14.0</p></td> <td><p>11.4.1</p></td> <td><p>2.34</p></td> </tr> <tr class="row-odd"><td><p>x86_64</p></td> <td><p>Rocky</p></td> <td><p>8.6</p></td> <td><p>4.18</p></td> <td><p>8.5.0</p></td> <td><p>2.28</p></td> </tr> <tr class="row-even"><td><p>x86_64</p></td> <td><p>Ubuntu</p></td> <td><p>24.04</p></td> <td><p>6.8.0</p></td> <td><p>13.2.0</p></td> <td><p>2.39</p></td> </tr> <tr class="row-odd"><td><p>x86_64</p></td> <td><p>Ubuntu</p></td> <td><p>22.04</p></td> <td><p>6.2.0</p></td> <td><p>11.4.0</p></td> <td><p>2.35</p></td> </tr> <tr class="row-even"><td><p>x86_64</p></td> <td><p>Ubuntu</p></td> <td><p>20.04</p></td> <td><p>5.15.0</p></td> <td><p>9.4.0</p></td> <td><p>2.31</p></td> </tr> <tr class="row-odd"><td><p>x86_64</p></td> <td><p>Debian</p></td> <td><p>12.1</p></td> <td><p>6.1.0</p></td> <td><p>12.2.0</p></td> <td><p>2.36</p></td> </tr> <tr class="row-even"><td><p>AArch64 SBSA</p></td> <td><p>RHEL</p></td> <td><p>9.x</p></td> <td><p>5.14.0</p></td> <td><p>11.4.1</p></td> <td><p>2.34</p></td> </tr> <tr class="row-odd"><td><p>AArch64 SBSA</p></td> <td><p>RHEL</p></td> <td><p>8.x</p></td> <td><p>4.18</p></td> <td><p>8.5.0</p></td> <td><p>2.28</p></td> </tr> <tr class="row-even"><td><p>AArch64 SBSA</p></td> <td><p>Ubuntu</p></td> <td><p>24.04</p></td> <td><p>6.8.0</p></td> <td><p>13.2.0</p></td> <td><p>2.39</p></td> </tr> <tr class="row-odd"><td><p>AArch64 SBSA</p></td> <td><p>Ubuntu</p></td> <td><p>22.04</p></td> <td><p>5.15.0</p></td> <td><p>11.4.0</p></td> <td><p>2.35</p></td> </tr> <tr class="row-even"><td><p>AArch64 SBSA</p></td> <td><p>Ubuntu</p></td> <td><p>20.04</p></td> <td><p>5.4.0</p></td> <td><p>9.4.0</p></td> <td><p>2.31</p></td> </tr> <tr class="row-odd"><td><p>AArch64 for Jetson</p></td> <td><p>Ubuntu</p></td> <td><p>22.04</p></td> <td><p>4.15.0</p></td> <td><p>7.3.1</p></td> <td><p>2.35</p></td> </tr> <tr class="row-even"><td><p>AArch64 for Jetson</p></td> <td><p>Ubuntu</p></td> <td><p>20.04</p></td> <td><p>4.15.0</p></td> <td><p>7.3.1</p></td> <td><p>2.31</p></td> </tr> </tbody> </table> </div> <div class="admonition note"> <p class="admonition-title">Note</p> <ul class="simple"> <li><p>For platforms that ship a compiler version older than GCC 6 by default, linking to static cuDNN using the default compiler is not supported.</p></li> <li><p>For RHEL 8.9 and Rocky 8.9 Linux, the R525 and later display driver is needed.</p></li> </ul> </div> </section> <section id="windows"> <span id="cudnn-versions-windows"></span><h3>Windows<a class="headerlink" href="#windows" title="Link to this heading">#</a></h3> <p>Windows 10, Windows 11, and Windows Server 2022 are supported. Refer to the following table to view the list of supported Visual Studio versions for cuDNN.</p> <div class="pst-scrollable-table-container"><table class="table" id="id19"> <caption><span class="caption-text">Visual Studio Versions Based on Your Version of CUDA</span><a class="headerlink" href="#id19" title="Link to this table">#</a></caption> <thead> <tr class="row-odd"><th class="head"></th> <th class="head"><p>CUDA 12.x - 11.8</p></th> <th class="head"><p>CUDA 11.7 - 11.0</p></th> </tr> </thead> <tbody> <tr class="row-even"><td><p>Visual Studio</p></td> <td><p>2022, 2019</p></td> <td><p>2017</p></td> </tr> </tbody> </table> </div> <p class="rubric">Footnotes</p> <aside class="footnote-list brackets"> <aside class="footnote brackets" id="f1" role="doc-footnote"> <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id2">1</a><span class="fn-bracket">]</span></span> <p>The cuDNN build for CUDA 12.x is compatible with CUDA 12.x for all x, including future CUDA 12.x releases that ship after this cuDNN release. This applies to both the dynamic and static builds of cuDNN. The cuDNN build for CUDA 11.x is compatible with CUDA 11.x for all x, but only in the dynamic case. The static build of cuDNN for 11.x must be linked with CUDA 11.8, as denoted in the table above.</p> </aside> <aside class="footnote brackets" id="f2" role="doc-footnote"> <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id3">2</a><span class="fn-bracket">]</span></span> <p>This column specifies whether the given cuDNN library can be statically linked against the CUDA toolkit for the given CUDA version. Dynamic linking is supported in all cases.</p> </aside> <aside class="footnote brackets" id="f3" role="doc-footnote"> <span class="label"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></span> <span class="backrefs">(<a role="doc-backlink" href="#id4">1</a>,<a role="doc-backlink" href="#id5">2</a>,<a role="doc-backlink" href="#id6">3</a>,<a role="doc-backlink" href="#id7">4</a>,<a role="doc-backlink" href="#id8">5</a>,<a role="doc-backlink" href="#id9">6</a>,<a role="doc-backlink" href="#id10">7</a>,<a role="doc-backlink" href="#id11">8</a>)</span> <p>Requires CUDA Toolkit >= 11.8.</p> </aside> <aside class="footnote brackets" id="f4" role="doc-footnote"> <span class="label"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></span> <span class="backrefs">(<a role="doc-backlink" href="#id12">1</a>,<a role="doc-backlink" href="#id13">2</a>,<a role="doc-backlink" href="#id14">3</a>,<a role="doc-backlink" href="#id15">4</a>,<a role="doc-backlink" href="#id16">5</a>)</span> <p>Runtime compilation such as the runtime fusion engines, and RNN require CUDA Toolkit 11.5 or later.</p> </aside> </aside> </section> </section> </section> </article> <footer class="prev-next-footer d-print-none"> <div class="prev-next-area"> <a class="left-prev" href="../developer/misc.html" title="previous page"> <i class="fa-solid fa-angle-left"></i> <div class="prev-next-info"> <p class="prev-next-subtitle">previous</p> <p class="prev-next-title">Odds and Ends</p> </div> </a> <a class="right-next" href="troubleshooting.html" title="next page"> <div class="prev-next-info"> <p class="prev-next-subtitle">next</p> <p class="prev-next-title">Troubleshooting</p> </div> <i class="fa-solid fa-angle-right"></i> </a> </div> </footer> </div> <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner"> <div class="sidebar-secondary-item"> <div id="pst-page-navigation-heading-2" class="page-toc tocsection onthispage"> <i class="fa-solid fa-list"></i> On this page </div> <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2"> <ul class="visible nav section-nav flex-column"> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#gpu-cuda-toolkit-and-cuda-driver-requirements">GPU, CUDA Toolkit, and CUDA Driver Requirements</a></li> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#cpu-architecture-and-os-requirements">CPU Architecture and OS Requirements</a><ul class="nav section-nav flex-column"> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#linux">Linux</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#windows">Windows</a></li> </ul> </li> </ul> </nav></div> </div></div> </div> <footer class="bd-footer-content"> </footer> </main> </div> </div>  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script> <script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script> <footer class="bd-footer"> <div class="bd-footer__inner bd-page-width"> <div class="footer-items__start"> <div class="footer-item"> <a class="footer-brand logo" href="https://www.nvidia.com"> <img src="../_static/nvidia-logo-horiz-rgb-1c-blk-for-screen.svg" class="logo__image only-light" alt="NVIDIA"/> <img src="../_static/nvidia-logo-horiz-rgb-1c-wht-for-screen.svg" class="logo__image only-dark" alt="NVIDIA"/> </a></div> <div class="footer-item"> <div class="footer-links"> <a class="external" href="https://www.nvidia.com/en-us/about-nvidia/privacy-policy/">Privacy Policy</a> | <a class="external" href="https://www.nvidia.com/en-us/about-nvidia/privacy-center/">Manage My Privacy</a> | <a class="external" href="https://www.nvidia.com/en-us/preferences/start/">Do Not Sell or Share My Data</a> | <a class="external" href="https://www.nvidia.com/en-us/about-nvidia/terms-of-service/">Terms of Service</a> | <a class="external" href="https://www.nvidia.com/en-us/about-nvidia/accessibility/">Accessibility</a> | <a class="external" href="https://www.nvidia.com/en-us/about-nvidia/company-policies/">Corporate Policies</a> | <a class="external" href="https://www.nvidia.com/en-us/product-security/">Product Security</a> | <a class="external" href="https://www.nvidia.com/en-us/contact/">Contact</a> </div> </div> <div class="footer-item"> <p class="copyright"> Copyright 漏 2024, NVIDIA Corporation. <br/> </p> </div> <div class="footer-item"><p class="last-updated"> Last updated on Nov 12, 2024. <br/> </p></div> </div> </div> </footer> </body> </html>