TensorFlow Core
TensorFlow is an end-to-end machine learning platform. Articles in this section cover Python development with Keras-based APIs for beginners and experts.
What's new in TensorFlow 2.18
Google Article
Announcement · Estimator
What's new in TensorFlow 2.18

Posted by the TensorFlow teamTensorFlow 2.18 has been released! Highlights of this release (and 2.17) include NumPy 2.0, LiteRT repository, CUDA Update, Hermetic CUDA and more. For the full release notes, please click here.Note: Release updates on the new multi-backend Keras will be published on keras.io, starting with Keras 3.0. For more information, please see https://keras.io/keras_3/.TensorFl…

What's new in TensorFlow 2.17
Google Article
Announcement · Estimator
What's new in TensorFlow 2.17

Posted by the TensorFlow teamTensorFlow 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 here.Note: Release updates on the new multi-backend Keras will be published on keras.io, starting with Keras 3.0. For more information, please see https://keras.io/keras_3/.TensorFlow CoreCUDA UpdateTensor…

What's new in TensorFlow 2.16
Google Article
Announcement · Estimator
What's new in TensorFlow 2.16

Posted by the TensorFlow team

TensorFlow 2.15 update: hot-fix for Linux installation issue
Google Article
Announcement · Explore
TensorFlow 2.15 update: hot-fix for Linux installation issue

Posted by the TensorFlow team

What's new in TensorFlow 2.15
Google Article
Announcement · Explore
What's new in TensorFlow 2.15

Posted by the TensorFlow team

Distributed Fast Fourier Transform in TensorFlow
Google Article
TensorFlow Core
Distributed Fast Fourier Transform in TensorFlow

Posted by Ruijiao Sun, Google Intern - DTensor team

What's new in TensorFlow 2.13 and Keras 2.13?
Google Article
Keras · TensorFlow Core
What's new in TensorFlow 2.13 and Keras 2.13?

Posted by the TensorFlow and Keras Teams

Training a recommendation model with dynamic embeddings
Google Article
TensorFlow Core · TensorFlow Recommenders
Training a recommendation model with dynamic embeddings

Posted by Thushan Ganegedara (GDE), Haidong Rong (Nvidia), Wei Wei (Google)

What’s new in TensorFlow 2.12 and Keras 2.12?
Google Article
TensorFlow Core
What’s new in TensorFlow 2.12 and Keras 2.12?

Posted by the TensorFlow & Keras teams

Optimizing TensorFlow for 4th Gen Intel Xeon Processors
Google Article
AMX · bfloat16
Optimizing TensorFlow for 4th Gen Intel Xeon Processors

Posted by Ashraf Bhuiyan, AG Ramesh from Intel, Penporn Koanantakool from Google

New State-of-the-Art Quantized Models Added in TF Model Garden
Google Article
TensorFlow Core · TensorFlow Lite
New State-of-the-Art Quantized Models Added in TF Model Garden

Posted by Jaehong Kim, Fan Yang, Shixin Luo, and Jiyang Kang

What’s new in TensorFlow 2.11?
Google Article
TensorFlow Core
What’s new in TensorFlow 2.11?

Posted by the TensorFlow & Keras teams

Building the Future of TensorFlow
Google Article
TensorFlow Core
Building the Future of TensorFlow

Posted by the TensorFlow team

Optimizing TF, XLA and JAX for LLM Training on NVIDIA GPUs
Google Article
Community · TensorFlow Core
Optimizing TF, XLA and JAX for LLM Training on NVIDIA GPUs

Posted by Douglas Yarrington (Google TPgM), James Rubin (Google PM), Neal Vaidya (NVIDIA TME), Jay Rodge (NVIDIA PMM)

September Machine Learning Updates
Google Article
TensorFlow Core
September Machine Learning Updates

Posted by the TensorFlow team

Announcing TensorFlow Official Build Collaborators
Google Article
TensorFlow Core
Announcing TensorFlow Official Build Collaborators

Posted by Rostam Dinyari, Nitin Srinivasan, Douglas Yarrington and Rishika Sinha of the TensorFlow team

What’s new in TensorFlow 2.10?
Google Article
TensorFlow Core
What’s new in TensorFlow 2.10?

Posted by the TensorFlow Team

Bringing Machine Learning to every developer’s toolbox
Google Article
Announcements · Developers
Bringing Machine Learning to every developer’s toolbox

Posted by Laurence Moroney and Josh Gordon for the TensorFlow team

Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden
Google Article
TensorFlow Core · TensorFlow Lite
Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden

Posted by Jaehong Kim, Rino Lee, and Fan Yang, Software Engineers

New documentation on tensorflow.org
Google Article
TensorFlow Core
New documentation on tensorflow.org

Posted by the TensorFlow team