The TensorFlow Blog

Fast Reduce and Mean in TensorFlow Lite

mean · performance

Fast Reduce and Mean in TensorFlow Lite

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

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Colab · GPU

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

settembre 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

settembre 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

settembre 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

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

September Machine Learning Updates

TensorFlow Core

September Machine Learning Updates

settembre 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

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

Announcing TensorFlow Official Build Collaborators

TensorFlow Core

Announcing TensorFlow Official Build Collaborators

settembre 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

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

What’s new in TensorFlow 2.10?

TensorFlow Core

What’s new in TensorFlow 2.10?

settembre 06, 2022 — Posted by the TensorFlow Team

JAX on the Web with TensorFlow.js

Flax · JAX

JAX on the Web with TensorFlow.js

agosto 31, 2022 — Posted by Andreas Steiner and Marc van Zee, Google Research, Brain Team

Content moderation using machine learning: a dual approach

TensorFlow.js

Content moderation using machine learning: a dual approach

agosto 19, 2022 — Posted by Jen Person, Developer Advocate

Training tree-based models with TensorFlow in just a few lines of code

Community

Training tree-based models with TensorFlow in just a few lines of code

agosto 03, 2022 — A guest post by Dinko Franceschi, Broad Institute of MIT and Harvard

Load-testing TensorFlow Serving’s REST Interface

Community · docker

Load-testing TensorFlow Serving’s REST Interface

luglio 28, 2022 — Posted by Chansung Park and Sayak Paul (ML-GDEs)

How Roboflow enables thousands of developers to use computer vision with TensorFlow.js

Community · TensorFlow.js

How Roboflow enables thousands of developers to use computer vision with TensorFlow.js

luglio 27, 2022 — A guest post by Brad Dwyer, co-founder and CTO, Roboflow

Bringing Machine Learning to every developer’s toolbox

Announcements · Developers

Bringing Machine Learning to every developer’s toolbox

giugno 27, 2022 — Posted by Laurence Moroney and Josh Gordon for the TensorFlow team

Profiling XNNPACK with TFLite

performance · profiling

Profiling XNNPACK with TFLite

giugno 15, 2022 — Posted by Alan Kelly, Software Engineer

Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden

TensorFlow Core · TensorFlow Lite

Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden

giugno 09, 2022 — Posted by Jaehong Kim, Rino Lee, and Fan Yang, Software Engineers

OCR in the browser using TensorFlow.js

Community · TensorFlow.js

OCR in the browser using TensorFlow.js

giugno 07, 2022 — A guest post by Charles Gaillard, Mindee

Memory-efficient inference with XNNPack weights cache

TensorFlow Lite

Memory-efficient inference with XNNPack weights cache

giugno 06, 2022 — Posted by Zhi An Ng and Marat Dukhan, Google

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TensorFlow Core TensorFlow.js TensorFlow Lite TFX Community