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Keras, KerasNLP, KerasCV, KerasTuner, and AutoKeras." /> <meta name="twitter:description" content="Discuss the Keras ecosystem, including Keras, KerasNLP, KerasCV, KerasTuner, and AutoKeras." /> </head> <body class="crawler browser-update"> <header> <a href="/"> Build with Google AI </a> </header> <div id="main-outlet" class="wrap" role="main"> <h1> <a itemprop="item" href="/c/keras/22"> <span itemprop='name'>Keras</span> </a> </h1> <br/> <div class="topic-list-container" itemscope itemtype='http://schema.org/ItemList'> <meta itemprop='itemListOrder' content='http://schema.org/ItemListOrderDescending'> <table class='topic-list'> <thead> <tr> <th>Topic</th> <th></th> <th class="replies">Replies</th> <th class="views">Views</th> <th>Activity</th> </tr> </thead> <tbody> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='1'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/about-the-keras-category/29793' class='title raw-link raw-topic-link'>About the Keras category</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/contributing' class='discourse-tag'>contributing</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/kristen" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kristen/25/6140_2.png" class="avatar" title='kristen - Original Poster' aria-label='kristen - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/ashutosh1919" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/ashutosh1919/25/6832_2.png" class="avatar" title='ashutosh1919 - Frequent Poster' aria-label='ashutosh1919 - Frequent Poster'> </a> <a href="https://discuss.ai.google.dev/u/collinzrj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/collinzrj/25/8473_2.png" class="avatar" title='collinzrj - Most Recent Poster' aria-label='collinzrj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>2</span> </td> <td class="views"> <span class='views' title='views'>2651</span> </td> <td> August 16, 2021 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='2'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/upcoming-meetups-or-forums-events/48425' class='title raw-link raw-topic-link'>Upcoming Meetups or forums events</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/ai-studio' class='discourse-tag'>ai-studio</a> , <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> , <a href='https://discuss.ai.google.dev/tag/datasets' class='discourse-tag'>datasets</a> , <a href='https://discuss.ai.google.dev/tag/meetups' class='discourse-tag'>meetups</a> , <a href='https://discuss.ai.google.dev/tag/tensorflow' class='discourse-tag'>tensorflow</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/raman" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/raman/25/28972_2.png" class="avatar" title='raman - Original Poster' aria-label='raman - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>46</span> </td> <td> November 18, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='3'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/building-an-rnn-with-lstm-and-after-padding-and-masking-i-am-getting-a-failed-to-convert-elements-to-tensor-error/33919' class='title raw-link raw-topic-link'>Building an RNN with LSTM and after Padding and Masking I am getting a Failed to Convert Elements to Tensor Error</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/lstm' class='discourse-tag'>lstm</a> , <a href='https://discuss.ai.google.dev/tag/rnn' class='discourse-tag'>rnn</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Richard_Garcia" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/richard_garcia/25/1466_2.png" class="avatar" title='Richard_Garcia - Original Poster' aria-label='Richard_Garcia - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>44</span> </td> <td> November 15, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='4'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/keras-hub-and-universal-sentence-encoder/49335' class='title raw-link raw-topic-link'>Keras Hub and Universal Sentence Encoder</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/text-vectorization' class='discourse-tag'>text-vectorization</a> , <a href='https://discuss.ai.google.dev/tag/tfkeras' class='discourse-tag'>tfkeras</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/rcauvin" class="latest single"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/rcauvin/25/10360_2.png" class="avatar" title='rcauvin - Original Poster, Most Recent Poster' aria-label='rcauvin - Original Poster, Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>0</span> </td> <td class="views"> <span class='views' title='views'>15</span> </td> <td> November 14, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='5'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/use-1d-array-from-keras-input-as-index-for-a-list/31115' class='title raw-link raw-topic-link'>Use 1D array from Keras Input as index for a list</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> , <a href='https://discuss.ai.google.dev/tag/help_request' class='discourse-tag'>help_request</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/acraev" class=""> <img width="25" height="25" src="https://avatars.discourse-cdn.com/v4/letter/a/2acd7d/25.png" class="avatar" title='acraev - Original Poster' aria-label='acraev - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>380</span> </td> <td> November 13, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='6'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/valueerror-shapes-none-775-770-1-and-none-776-776-8-are-incompatible/32082' class='title raw-link raw-topic-link'>ValueError: Shapes (None, 775, 770, 1) and (None, 776, 776, 8) are incompatible</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/tfimage' class='discourse-tag'>tfimage</a> , <a href='https://discuss.ai.google.dev/tag/tfkeras' class='discourse-tag'>tfkeras</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Bryan_Brad" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/bryan_brad/25/16252_2.png" class="avatar" title='Bryan_Brad - Original Poster' aria-label='Bryan_Brad - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>121</span> </td> <td> November 8, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='7'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/jit-compile-set-to-false-in-compile-function-and-set-to-true-globally/30974' class='title raw-link raw-topic-link'>JIT compile set to false in compile function and set to true globally</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> , <a href='https://discuss.ai.google.dev/tag/model-compil' class='discourse-tag'>model-compil</a> , <a href='https://discuss.ai.google.dev/tag/tfconfig' class='discourse-tag'>tfconfig</a> , <a href='https://discuss.ai.google.dev/tag/xla' class='discourse-tag'>xla</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/MLEnthusiastic" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/mlenthusiastic/25/8973_2.png" class="avatar" title='MLEnthusiastic - Original Poster' aria-label='MLEnthusiastic - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>202</span> </td> <td> November 7, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='8'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/categorical-crossentropy-label-smoothing/29370' class='title raw-link raw-topic-link'>Categorical Crossentropy Label Smoothing</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/tfkeras' class='discourse-tag'>tfkeras</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/coco" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/coco/25/12505_2.png" class="avatar" title='coco - Original Poster' aria-label='coco - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>120</span> </td> <td> November 6, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='9'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/graph-execution-error-at-model-fit-function-call/31986' class='title raw-link raw-topic-link'>Graph execution error at model.fit() function call</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/model-fit' class='discourse-tag'>model-fit</a> , <a href='https://discuss.ai.google.dev/tag/graph' class='discourse-tag'>graph</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Aryan_Malewar" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aryan_malewar/25/17412_2.png" class="avatar" title='Aryan_Malewar - Original Poster' aria-label='Aryan_Malewar - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>87</span> </td> <td> November 5, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='10'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/single-sample-evaluation-prediction-inference-speed-for-simple-mlp-slower-in-keras-compared-to-skl/44107' class='title raw-link raw-topic-link'>Single-sample evaluation (prediction/inference) speed for simple MLP slower in Keras compared to skl</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> , <a href='https://discuss.ai.google.dev/tag/epoc' class='discourse-tag'>epoc</a> , <a href='https://discuss.ai.google.dev/tag/tensorflow' class='discourse-tag'>tensorflow</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/willb" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/willb/25/23734_2.png" class="avatar" title='willb - Original Poster, Most Recent Poster' aria-label='willb - Original Poster, Most Recent Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Frequent Poster' aria-label='Kiran_Sai_Ramineni - Frequent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>6</span> </td> <td class="views"> <span class='views' title='views'>78</span> </td> <td> October 30, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='11'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/cant-create-any-models-with-tf-keras/46101' class='title raw-link raw-topic-link'>Can't create any models with tf.keras</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/help-request' class='discourse-tag'>help-request</a> , <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/helf4ch" class="latest single"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/helf4ch/25/22952_2.png" class="avatar" title='helf4ch - Original Poster, Most Recent Poster' aria-label='helf4ch - Original Poster, Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>101</span> </td> <td> October 26, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='12'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/error-on-converting-ragged-tensors-to-dense/21041' class='title raw-link raw-topic-link'>Error on converting ragged tensors to dense</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/datasets' class='discourse-tag'>datasets</a> , <a href='https://discuss.ai.google.dev/tag/model' class='discourse-tag'>model</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Dmitry_Redgrave" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/dmitry_redgrave/25/15067_2.png" class="avatar" title='Dmitry_Redgrave - Original Poster' aria-label='Dmitry_Redgrave - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>175</span> </td> <td> October 25, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='13'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/step-function-as-activation-during-testing/32028' class='title raw-link raw-topic-link'>Step function as activation during testing</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/tffunction' class='discourse-tag'>tffunction</a> , <a href='https://discuss.ai.google.dev/tag/load-test' class='discourse-tag'>load-test</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Flexe" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/flexe/25/16927_2.png" class="avatar" title='Flexe - Original Poster' aria-label='Flexe - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>69</span> </td> <td> October 24, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='14'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/discrepancy-in-kl-divergence-calculation-using-tf-keras-metrics-kldivergence/34736' class='title raw-link raw-topic-link'>Discrepancy in KL Divergence Calculation Using `tf.keras.metrics.KLDivergence'</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/tfkeras' class='discourse-tag'>tfkeras</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Chashi_Xianke" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/chashi_xianke/25/370_2.png" class="avatar" title='Chashi_Xianke - Original Poster' aria-label='Chashi_Xianke - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>38</span> </td> <td> October 24, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='15'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/adding-a-few-more-layers-to-pre-trained-model/32620' class='title raw-link raw-topic-link'>Adding a few more layers to pre_trained_model</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/model-code' class='discourse-tag'>model-code</a> , <a href='https://discuss.ai.google.dev/tag/help_request' class='discourse-tag'>help_request</a> , <a href='https://discuss.ai.google.dev/tag/model-training' class='discourse-tag'>model-training</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Seungjun_Lee" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/seungjun_lee/25/18164_2.png" class="avatar" title='Seungjun_Lee - Original Poster' aria-label='Seungjun_Lee - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>141</span> </td> <td> October 23, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='16'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/introducing-keras-hub-your-one-stop-shop-for-pretrained-models/45297' class='title raw-link raw-topic-link'>Introducing Keras Hub: Your one-stop shop for pretrained models</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/keras' class='discourse-tag'>keras</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/pradeepkuppala" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/pradeepkuppala/25/18538_2.png" class="avatar" title='pradeepkuppala - Original Poster' aria-label='pradeepkuppala - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/lgusm" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/lgusm/25/6230_2.png" class="avatar" title='lgusm - Frequent Poster' aria-label='lgusm - Frequent Poster'> </a> <a href="https://discuss.ai.google.dev/u/kristen" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kristen/25/6140_2.png" class="avatar" title='kristen - Most Recent Poster' aria-label='kristen - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>2</span> </td> <td class="views"> <span class='views' title='views'>169</span> </td> <td> October 23, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='17'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/urgent-issue-encountered-in-text-generation-with-an-rnn-tutorial/43016' class='title raw-link raw-topic-link'>URGENT: issue encountered in Text generation with an RNN tutorial</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/training' class='discourse-tag'>training</a> , <a href='https://discuss.ai.google.dev/tag/rnn' class='discourse-tag'>rnn</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/abdullah_ahmad" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/abdullah_ahmad/25/26459_2.png" class="avatar" title='abdullah_ahmad - Original Poster' aria-label='abdullah_ahmad - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>2</span> </td> <td class="views"> <span class='views' title='views'>36</span> </td> <td> October 21, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='18'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/train-on-batch-and-train-step-used-in-custom-training-loop-giving-different-results/32197' class='title raw-link raw-topic-link'>Train_on_batch and train_step used in custom training loop giving different results</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> , <a href='https://discuss.ai.google.dev/tag/keras' class='discourse-tag'>keras</a> , <a href='https://discuss.ai.google.dev/tag/help_request' class='discourse-tag'>help_request</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/kilodalton" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kilodalton/25/12729_2.png" class="avatar" title='kilodalton - Original Poster' aria-label='kilodalton - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/aniruthraj" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/aniruthraj/25/660_2.png" class="avatar" title='aniruthraj - Most Recent Poster' aria-label='aniruthraj - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>1203</span> </td> <td> October 15, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='19'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/the-metric-has-not-yet-been-built-error/38686' class='title raw-link raw-topic-link'>The metric has not yet been built error</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/model' class='discourse-tag'>model</a> , <a href='https://discuss.ai.google.dev/tag/tensorflow' class='discourse-tag'>tensorflow</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Clarence_Ng" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/clarence_ng/25/23495_2.png" class="avatar" title='Clarence_Ng - Original Poster' aria-label='Clarence_Ng - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>3</span> </td> <td class="views"> <span class='views' title='views'>169</span> </td> <td> October 15, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='20'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/binary-image-classification-same-precision-and-recall-with-sixteen-decimal-digits/42074' class='title raw-link raw-topic-link'>Binary Image Classification Same precision and recall with sixteen decimal digits</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/model_optimization' class='discourse-tag'>model_optimization</a> , <a href='https://discuss.ai.google.dev/tag/metrics' class='discourse-tag'>metrics</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/KerasWizardBeginner" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/keraswizardbeginner/25/174_2.png" class="avatar" title='KerasWizardBeginner - Original Poster' aria-label='KerasWizardBeginner - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>7</span> </td> <td class="views"> <span class='views' title='views'>55</span> </td> <td> October 10, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='21'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/im-working-on-a-project-but-im-getting-an-error-and-i-dont-even-know-where-to-head/41081' class='title raw-link raw-topic-link'>Im working on a project but im getting an error and i dont even know where to head</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/keras-model' class='discourse-tag'>keras-model</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Fmosh" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/fmosh/25/25266_2.png" class="avatar" title='Fmosh - Original Poster' aria-label='Fmosh - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>3</span> </td> <td class="views"> <span class='views' title='views'>58</span> </td> <td> October 9, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='22'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/no-module-named-keras-src-engine/40742' class='title raw-link raw-topic-link'>No module named 'keras.src.engine'</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Walmir_Cardoso_dos_S" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/walmir_cardoso_dos_s/25/25032_2.png" class="avatar" title='Walmir_Cardoso_dos_S - Original Poster' aria-label='Walmir_Cardoso_dos_S - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Kiran_Sai_Ramineni" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/kiran_sai_ramineni/25/8859_2.png" class="avatar" title='Kiran_Sai_Ramineni - Most Recent Poster' aria-label='Kiran_Sai_Ramineni - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>33</span> </td> <td> September 30, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='23'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/exception-encountered-when-calling-layer-softmax-type-softmax/31904' class='title raw-link raw-topic-link'>Exception encountered when calling layer 'softmax' (type Softmax)</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/transformers' class='discourse-tag'>transformers</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Igor_Lessio" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/igor_lessio/25/7799_2.png" class="avatar" title='Igor_Lessio - Original Poster' aria-label='Igor_Lessio - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Mansi_Mehta" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/mansi_mehta/25/24212_2.png" class="avatar" title='Mansi_Mehta - Most Recent Poster' aria-label='Mansi_Mehta - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>321</span> </td> <td> September 19, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='24'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/how-to-use-keras-featurespace-to-ingest-a-dataframe-that-has-an-embedding-column/31497' class='title raw-link raw-topic-link'>How to use Keras FeatureSpace to ingest a dataframe that has an embedding column?</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/datasets' class='discourse-tag'>datasets</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Cassandra_Xia" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/cassandra_xia/25/16575_2.png" class="avatar" title='Cassandra_Xia - Original Poster' aria-label='Cassandra_Xia - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Mansi_Mehta" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/mansi_mehta/25/24212_2.png" class="avatar" title='Mansi_Mehta - Most Recent Poster' aria-label='Mansi_Mehta - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>346</span> </td> <td> September 19, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='25'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/masking-propagation-through-layers/30920' class='title raw-link raw-topic-link'>Masking propagation through layers</a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/models' class='discourse-tag'>models</a> , <a href='https://discuss.ai.google.dev/tag/nlp' class='discourse-tag'>nlp</a> , <a href='https://discuss.ai.google.dev/tag/transformers' class='discourse-tag'>transformers</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/mk6" class=""> <img width="25" height="25" src="https://avatars.discourse-cdn.com/v4/letter/m/7993a0/25.png" class="avatar" title='mk6 - Original Poster' aria-label='mk6 - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Mansi_Mehta" class="latest"> <img width="25" height="25" 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class='discourse-tag'>keras</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/ibnfaisalc" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/ibnfaisalc/25/17851_2.png" class="avatar" title='ibnfaisalc - Original Poster' aria-label='ibnfaisalc - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Mansi_Mehta" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/mansi_mehta/25/24212_2.png" class="avatar" title='Mansi_Mehta - Most Recent Poster' aria-label='Mansi_Mehta - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>576</span> </td> <td> September 18, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope itemtype='http://schema.org/ListItem'> <meta itemprop='position' content='27'> <span class="link-top-line"> <a itemprop='url' href='https://discuss.ai.google.dev/t/lstm-keras-api-handling-two-cases-y-t-x-t-1-and-y-t-x-t/28158' class='title raw-link raw-topic-link'>LSTM Keras API: Handling two cases; y<t> = x<t+1> and y<t> = x<t></a> </span> <div class="link-bottom-line"> <div class="discourse-tags"> <a href='https://discuss.ai.google.dev/tag/api' class='discourse-tag'>api</a> , <a href='https://discuss.ai.google.dev/tag/keras' class='discourse-tag'>keras</a> , <a href='https://discuss.ai.google.dev/tag/lstm' class='discourse-tag'>lstm</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Seungjun_Lee" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/seungjun_lee/25/18164_2.png" class="avatar" title='Seungjun_Lee - Original Poster' aria-label='Seungjun_Lee - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/Mansi_Mehta" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/mansi_mehta/25/24212_2.png" 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class='discourse-tag'>keras</a> , <a href='https://discuss.ai.google.dev/tag/help_request' class='discourse-tag'>help_request</a> </div> </div> </td> <td class='posters'> <a href="https://discuss.ai.google.dev/u/Rod_Neufeld" class=""> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/rod_neufeld/25/12976_2.png" class="avatar" title='Rod_Neufeld - Original Poster' aria-label='Rod_Neufeld - Original Poster'> </a> <a href="https://discuss.ai.google.dev/u/LK_Kadali" class="latest"> <img width="25" height="25" src="/user_avatar/discuss.ai.google.dev/lk_kadali/25/13996_2.png" class="avatar" title='LK_Kadali - Most Recent Poster' aria-label='LK_Kadali - Most Recent Poster'> </a> </td> <td class="replies"> <span class='posts' title='posts'>1</span> </td> <td class="views"> <span class='views' title='views'>709</span> </td> <td> September 17, 2024 </td> </tr> <tr class="topic-list-item"> <td class="main-link" itemprop='itemListElement' itemscope 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