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class='section' id='blog'><div class='widget FeaturedPost' data-version='1' id='FeaturedPost1'> </div><div class='widget Blog' data-version='1' id='Blog1'> <div class='tensorsite-container--narrow'> <div class='tensorsite-detail'> <a aria-hidden='true' class='tensorsite-detail__next-url' hidden='true' href='https://blog.tensorflow.org/2024/04/faster-dynamically-quantized-inference-with-xnnpack.html'></a> <div aria-hidden='true' class='tensorsite-detail__current-url' hidden='true'>https://blog.tensorflow.org/2024/07/whats-new-in-tensorflow-217.html</div> <div aria-hidden='true' class='tensorsite-detail__tags' hidden='true'> <span>Announcement</span> <b class='label-divider-dot'>·</b> <span>Estimator</span> </div> <div aria-hidden='true' class='tensorsite-detail__main-image' hidden='true'> https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVyX9h9jqUfN0LpVCwPg0iWNd4XDkKWd5hL7Wn9CwGLBZ5NyrEFTHHXu6yCxCaLL2szdaQMCkDuRdV4-JapbV329DYTjaH6ThpbzJlbvgunZK9dUgii1kAqcs-4zhyphenhyphenccaLsfffj7K3-8HFLybyOeaHjVl_n7jdPmD33o0TERamUgTdH7H3qhBLS2GuwtY/s1600/Tensorflow-septmber-update-social%20%282%29%20%281%29.png </div> <p aria-hidden='true' class='tensorsite-detail__description' hidden='true'> <span class='tensorsite-content__info'> July 18, 2024 — </span> <em>Posted by the TensorFlow team</em>TensorFlow 2.17 has been released! Highlights of this release (and 2.16) include CUDA update, upcoming Numpy 2.0, and more. For the full release notes, please click <a href="https://github.com/tensorflow/tensorflow/blob/r2.17/RELEASE.md" target="_blank">here</a>.Note: Release updates on the new multi-backend Keras will be published on <a href="http://keras.io" target="_blank">keras.io</a>, starting with Keras 3.0. For more information, please see <a href="https://keras.io/keras_3/" target="_blank">https://keras.io/keras_3/</a>.TensorFlow CoreCUDA UpdateTensor… </p> <div class='tensorsite-content__subtitle'> <a href='https://blog.tensorflow.org/search?label=Announcement&max-results=20'> <span>Announcement</span> </a> <b class='label-divider-dot'>·</b> <a href='https://blog.tensorflow.org/search?label=Estimator&max-results=20'> <span>Estimator</span> </a> <b class='label-divider-dot'>·</b> <img alt='Google Article' class='community-icon' src='https://www.gstatic.com/tf_blog/images/ic_google.svg'/> </div> <div class='tensorsite-detail__title'> What's new in TensorFlow 2.17 </div> <div class='tensorsite-detail__contact'> <div class='tensorsite-detail__info'> <span class='tensorsite-detail__timestamp'>July 18, 2024</span> </div> <a class='icon-link' href='https://twitter.com/intent/tweet?text=%22What's new in TensorFlow 2.17%22 from the TensorFlow Blog%0A%0Ahttps://blog.tensorflow.org/2024/07/whats-new-in-tensorflow-217.html' rel='noopener noreferrer' target='_blank' title='Share this post on Twitter'> <svg alt='Twitter Social Icon' class='twitter-icon social-icon' height='19' viewBox='0 0 23 19' width='23' xmlns='http://www.w3.org/2000/svg'> <g fill='none' fill-rule='evenodd' transform='translate(-7 -9)'> <rect height='36' width='36'></rect> <path d='M14.076,27.2827953 C22.566,27.2827953 27.21,20.2477953 27.21,14.1477953 C27.21,13.9477953 27.21,13.7487953 27.197,13.5507953 C28.1,12.8977953 28.88,12.0887953 29.5,11.1617953 C28.657,11.5347953 27.764,11.7797953 26.848,11.8877953 C27.812,11.3107953 28.533,10.4037953 28.878,9.33479527 C27.972,9.87179527 26.98,10.2507953 25.947,10.4547953 C24.198,8.59579527 21.274,8.50679527 19.415,10.2547953 C18.217,11.3817953 17.708,13.0617953 18.08,14.6647953 C14.368,14.4787953 10.91,12.7257953 8.566,9.84279527 C7.341,11.9507953 7.967,14.6497953 9.995,16.0047953 C9.261,15.9827953 8.542,15.7837953 7.9,15.4267953 L7.9,15.4847953 C7.9,17.6827953 9.449,19.5747953 11.603,20.0107953 C10.924,20.1957953 10.211,20.2227953 9.519,20.0897953 C10.124,21.9707953 11.856,23.2587953 13.832,23.2957953 C12.197,24.5797953 10.178,25.2777953 8.098,25.2747953 C7.731,25.2747953 7.364,25.2527953 7,25.2087953 C9.111,26.5627953 11.567,27.2817953 14.076,27.2787953' fill='#545454'></path> </g> </svg> </a> </div> <div class='divider divider--article-top'></div> <div class='tensorsite-detail__body'> <meta content="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVyX9h9jqUfN0LpVCwPg0iWNd4XDkKWd5hL7Wn9CwGLBZ5NyrEFTHHXu6yCxCaLL2szdaQMCkDuRdV4-JapbV329DYTjaH6ThpbzJlbvgunZK9dUgii1kAqcs-4zhyphenhyphenccaLsfffj7K3-8HFLybyOeaHjVl_n7jdPmD33o0TERamUgTdH7H3qhBLS2GuwtY/s1600/Tensorflow-septmber-update-social%20%282%29%20%281%29.png" name="twitter:image"></meta> <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVyX9h9jqUfN0LpVCwPg0iWNd4XDkKWd5hL7Wn9CwGLBZ5NyrEFTHHXu6yCxCaLL2szdaQMCkDuRdV4-JapbV329DYTjaH6ThpbzJlbvgunZK9dUgii1kAqcs-4zhyphenhyphenccaLsfffj7K3-8HFLybyOeaHjVl_n7jdPmD33o0TERamUgTdH7H3qhBLS2GuwtY/s1600/Tensorflow-septmber-update-social%20%282%29%20%281%29.png" style="display: none;" /> <em>Posted by the TensorFlow team</em> <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEja7X29KGgTQBVvr3Xl2pyRZ-KQZJOM1-rq5XUr7AKu1vc_umj40H8y3mMoYq3wccQlA9XZ8OPtSx8SFJOOy8uSeX_MpoIAz7x44Cov-P95v9h85TLGgWCW2gqL6x3fbFfL1Xg6gZYkhylQKMQG7_8ilCTsm81bG87vT-3ttwn8IGdCPU1KfVVDjatuofs/s1600/Tensorflow-septmber-update-header%20%284%29.png"><img border="0" data-original-height="800" data-original-width="1058" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEja7X29KGgTQBVvr3Xl2pyRZ-KQZJOM1-rq5XUr7AKu1vc_umj40H8y3mMoYq3wccQlA9XZ8OPtSx8SFJOOy8uSeX_MpoIAz7x44Cov-P95v9h85TLGgWCW2gqL6x3fbFfL1Xg6gZYkhylQKMQG7_8ilCTsm81bG87vT-3ttwn8IGdCPU1KfVVDjatuofs/s1600/Tensorflow-septmber-update-header%20%284%29.png" /></a> <a name='more'></a><p></p> <p>TensorFlow 2.17 has been released! Highlights of this release (and 2.16) include CUDA update, upcoming Numpy 2.0, and more. For the full release notes, please click <a href="https://github.com/tensorflow/tensorflow/blob/r2.17/RELEASE.md" target="_blank">here</a>.</p> <p>Note: Release updates on the new multi-backend Keras will be published on <a href="http://keras.io" target="_blank">keras.io</a>, starting with Keras 3.0. For more information, please see <a href="https://keras.io/keras_3/" target="_blank">https://keras.io/keras_3/</a>.</p> <h2>TensorFlow Core</h2> <h3><span style="font-weight: normal;">CUDA Update</span></h3> <p>TensorFlow binary distributions now ship with dedicated CUDA kernels for GPUs with a compute capability of 8.9. This improves the performance on the popular Ada-Generation GPUs like NVIDIA RTX 40**, L4 and L40.</p> <p>To keep Python wheel sizes in check, we made the decision to no longer ship CUDA kernels for compute capability 5.0. That means the oldest NVIDIA GPU generation supported by the precompiled Python packages is now the Pascal generation (compute capability 6.0). For Maxwell support, we either recommend sticking with TensorFlow version 2.16, or compiling TensorFlow from source. The latter will be possible as long as the used CUDA version still supports Maxwell GPUs.</p> <h3><span style="font-weight: normal;">Numpy 2.0</span></h3> <p>Upcoming TensorFlow 2.18 release will include support for Numpy 2.0. This may break some edge cases of TensorFlow API usage.</p> <h3><span style="font-weight: normal;">Drop TensorRT support</span></h3> <p>Starting with TensorFlow 2.18, support for TensorRT will be dropped. TensorFlow 2.17 will be the last version to include it.</p> </div> </div> <div class='tensorsite-detail-footer'> <div class='article-divider'> <img alt='Diamond Article Divider' src='https://www.gstatic.com/tf_blog/images/ic_article_end.svg'/> </div> <a class='tensorsite-chip' href='https://blog.tensorflow.org/search?label=Announcement&max-results=20'> Announcement </a> <a class='tensorsite-chip' href='https://blog.tensorflow.org/search?label=Estimator&max-results=20'> Estimator </a> <a class='tensorsite-chip' href='https://blog.tensorflow.org/search?label=Keras&max-results=20'> Keras </a> <a class='tensorsite-chip' href='https://blog.tensorflow.org/search?label=TensorFlow+Core&max-results=20'> TensorFlow Core </a> </div> </div> <div class='tensorsite-next'> <div class='tensorsite-container--large'> <div class='tensorsite-next__title'>Next post</div> <div class='tensorsite-card'> <a aria-label='Next Card' class='tensorsite-card__href next' href='https://blog.tensorflow.org/2024/07/whats-new-in-tensorflow-217.html'></a> <div class='tensorsite-content__image-wrapper'> <img alt='What's new in TensorFlow 2.17' class='tensorsite-content__image' src='https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVyX9h9jqUfN0LpVCwPg0iWNd4XDkKWd5hL7Wn9CwGLBZ5NyrEFTHHXu6yCxCaLL2szdaQMCkDuRdV4-JapbV329DYTjaH6ThpbzJlbvgunZK9dUgii1kAqcs-4zhyphenhyphenccaLsfffj7K3-8HFLybyOeaHjVl_n7jdPmD33o0TERamUgTdH7H3qhBLS2GuwtY/s1600/Tensorflow-septmber-update-social%20%282%29%20%281%29.png'/> </div> <div class='tensorsite-content'> <div class='tensorsite-content__subtitle next'> <span>Announcement</span> <b class='label-divider-dot'>·</b> <span>Estimator</span> <b class='label-divider-dot'>·</b> <img alt='Google Article' class='community-icon' src='https://www.gstatic.com/tf_blog/images/ic_google.svg'/> </div> <div class='tensorsite-content__title next'> What's new in TensorFlow 2.17 </div> <p class='tensorsite-content__description next'> <span class='tensorsite-content__info'> July 18, 2024 </span> — <span> <em>Posted by the TensorFlow team</em>TensorFlow 2.17 has been released! Highlights of this release (and 2.16) include CUDA update, upcoming Numpy 2.0, and more. For the full release notes, please click <a href="https://github.com/tensorflow/tensorflow/blob/r2.17/RELEASE.md" target="_blank">here</a>.Note: Release updates on the new multi-backend Keras will be published on <a href="http://keras.io" target="_blank">keras.io</a>, starting with Keras 3.0. For more information, please see <a href="https://keras.io/keras_3/" target="_blank">https://keras.io/keras_3/</a>.TensorFlow CoreCUDA UpdateTensor… </span> </p> </div> </div> </div> </div>  </div></div> </div>  <div class='tensorsite-full-footer'> <div class='section' id='footer'><div class='widget HTML' data-version='1' id='HTML2'> <section class='tensorsite-footer'> <div class='tensorsite-container tensorsite-footer__container'> <div class='tensorsite-footer__side tensorsite-footer__side--left'></div> <div class='tensorsite-footer__side tensorsite-footer__side--right'></div> <div class='tensorsite-footer__content'> <div class='tensorsite-content'> <div class='tensorsite-content__title tensorsite-content__title--grow'> Build, deploy, and experiment easily with TensorFlow </div> <div class='tensorsite-content__cta-wrapper'> <a class='tensorsite-content__button tensorsite-button tensorsite-button--white' href='https://www.tensorflow.org/'> Get started </a> </div> </div> </div> </div> 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