The TensorFlow Blog

Announcement · Estimator

What's new in TensorFlow 2.18

tháng 10 28, 2024 — 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…

Announcement · Estimator

What's new in TensorFlow 2.17

tháng 7 18, 2024 — 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…

Faster Dynamically Quantized Inference with XNNPack

AI · Announcement

Faster Dynamically Quantized Inference with XNNPack

tháng 4 09, 2024 — Posted by Alan Kelly, Software EngineerWe are excited to announce that XNNPack’s Fully Connected and Convolution 2D operators now support dynamic range quantization. XNNPack is TensorFlow Lite’s CPU backend and CPUs deliver the widest reach for ML inference and remain the default target for TensorFlow Lite. Consequently, improving CPU inference performance is a top priority. We quadrupled inferen…

Announcement · Estimator

What's new in TensorFlow 2.16

tháng 3 13, 2024 — Posted by the TensorFlow team

AI · Graph Mining

Graph neural networks in TensorFlow

tháng 2 06, 2024 — Posted by Dustin Zelle – Software Engineer, Research and Arno Eigenwillig – Software Engineer, CoreML

TensorFlow 2.15 update: hot-fix for Linux installation issue

Announcement · Explore

TensorFlow 2.15 update: hot-fix for Linux installation issue

tháng 12 05, 2023 — Posted by the TensorFlow team

Half-precision Inference Doubles On-Device Inference Performance

AI · Announcement

Half-precision Inference Doubles On-Device Inference Performance

tháng 11 29, 2023 — Posted by Marat Dukhan and Frank Barchard, Software Engineers

Announcement · Explore

What's new in TensorFlow 2.15

tháng 11 17, 2023 — Posted by the TensorFlow team

Join us at the third Women in ML Symposium!

AI · Announcement

Join us at the third Women in ML Symposium!

tháng 11 17, 2023 — Posted by Sharbani Roy – Senior Director, Product Management, Google

Simulated Spotify Listening Experiences for Reinforcement Learning with TensorFlow and TF-Agents

AI · Documentation

Simulated Spotify Listening Experiences for Reinforcement Learning with TensorFlow and TF-Agents

tháng 10 19, 2023 — Posted by Surya Kanoria, Joseph Cauteruccio, Federico Tomasi, Kamil Ciosek, Matteo Rinaldi, and Zhenwen Dai – Spotify

Building a board game with the TFLite plugin for Flutter

Flutter · How To

Building a board game with the TFLite plugin for Flutter

tháng 10 18, 2023 — Posted by Wei Wei, Developer Advocate

AI · Generative AI

People of AI: Season 2

tháng 10 17, 2023 — Posted by Ashley Oldacre

Pre-processing temporal data made easier with TensorFlow Decision Forests and Temporian

Logs · Temporal data

Pre-processing temporal data made easier with TensorFlow Decision Forests and Temporian

tháng 9 11, 2023 — Posted by Google: Mathieu Guillame-Bert, Richard Stotz, Robert Crowe, Luiz GUStavo Martins (Gus), Ashley Oldacre, Kris Tonthat, Glenn Cameron, and Tryolabs: Ian Spektor, Braulio Rios, Guillermo Etchebarne, Diego Marvid, Lucas Micol, Gonzalo Marín, Alan Descoins, Agustina Pizarro, Lucía Aguilar, Martin Alcala Rubi