The TensorFlow Blog

Community

Unfolding the Universe using TensorFlow

December 01, 2022 — A guest post by Roberta Duarte, IAG/USP

Community · TensorFlow Lite

Building a TensorFlow Lite based computer vision emoji input device with OpenMV

November 29, 2022 — A guest post by Sandeep Mistry, Arm

How Hugging Face improved Text Generation performance with XLA

Community · XLA

How Hugging Face improved Text Generation performance with XLA

November 28, 2022 — Posted by The Hugging Face Team 🤗

TensorFlow Core

What’s new in TensorFlow 2.11?

November 21, 2022 — Posted by the TensorFlow Team

Join us at the 2nd Women in Machine Learning Symposium

Announcements · Machine Learning

Join us at the 2nd Women in Machine Learning Symposium

November 15, 2022 — Posted by The TensorFlow Team

Accelerating TensorFlow on Intel Data Center GPU Flex Series

Community · PluggableDevice

Accelerating TensorFlow on Intel Data Center GPU Flex Series

October 28, 2022 — Posted by Jianhui Li, Zhoulong Jiang, Yiqiang Li from Intel, Penporn Koanantakool from Google

Community · TensorFlow Lite

Integrating Arm Virtual Hardware with the TensorFlow Lite Micro Continuous Integration Infrastructure

October 24, 2022 — A guest post by Matthias Hertel and Annie Tallund of Arm

TensorFlow Core

Building the Future of TensorFlow

October 20, 2022 — Posted by the TensorFlow team

Community · MLOps

How startups can benefit from TFX

October 14, 2022 — Posted by Hannes Hapke and Robert Crowe

CircularNet: Reducing waste with Machine Learning

TensorFlow Hub

CircularNet: Reducing waste with Machine Learning

October 05, 2022 — Posted by Sujit Sanjeev, Product Manager, Robert Little, Sustainability Program Manager, Umair Sabir, Machine Learning Engineer

Building a reinforcement learning agent with JAX, and deploying it on Android with TensorFlow Lite

Flax · JAX

Building a reinforcement learning agent with JAX, and deploying it on Android with TensorFlow Lite

October 03, 2022 — Posted by Wei Wei, Developer Advocate

mean · performance

Fast Reduce and Mean in TensorFlow Lite

September 30, 2022 — Posted by Alan Kelly, Software Engineer

Colab · GPU

Colab's ‘Pay As You Go’ Offers More Access to Powerful NVIDIA Compute for Machine Learning

September 29, 2022 — Posted by Chris Perry, Google Colab Product Lead

Automated Deployment of TensorFlow Models with TensorFlow Serving and GitHub Actions

Community · GitHub Action

Automated Deployment of TensorFlow Models with TensorFlow Serving and GitHub Actions

September 27, 2022 — Posted by Chansung Park and Sayak Paul (ML-GDEs)

Bridging communities: TensorFlow Federated (TFF) and OpenMined

Federated Learning

Bridging communities: TensorFlow Federated (TFF) and OpenMined

September 26, 2022 — Posted by Krzys Ostrowski (Research Scientist), Alex Ingerman (Product Manager), and Hardik Vala (Software Engineer)

Optimizing TF, XLA and JAX for LLM Training on NVIDIA GPUs

Community · TensorFlow Core

Optimizing TF, XLA and JAX for LLM Training on NVIDIA GPUs

September 20, 2022 — Posted by Douglas Yarrington (Google TPgM), James Rubin (Google PM), Neal Vaidya (NVIDIA TME), Jay Rodge (NVIDIA PMM)

TensorFlow Core

September Machine Learning Updates

September 12, 2022 — Posted by the TensorFlow team

Content moderation using machine learning: the server-side part

TensorFlow.js

Content moderation using machine learning: the server-side part

September 08, 2022 — Posted by Jen Person, Senior Developer Relations Engineer, TensorFlow

Announcing TensorFlow Official Build Collaborators

TensorFlow Core

Announcing TensorFlow Official Build Collaborators

September 07, 2022 — Posted by Rostam Dinyari, Nitin Srinivasan, Douglas Yarrington and Rishika Sinha of the TensorFlow team

Announcing TensorFlow Lite in Google Play Services General Availability

Android · TensorFlow Lite

Announcing TensorFlow Lite in Google Play Services General Availability

September 07, 2022 — Posted by Bernhard Bauer and Terry Heo, Software Engineers, Google

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