The TensorFlow Blog

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

tháng 9 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

tháng 9 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

tháng 9 08, 2022 — Posted by Jen Person, Senior Developer Relations Engineer, TensorFlow

Announcing TensorFlow Official Build Collaborators

TensorFlow Core

Announcing TensorFlow Official Build Collaborators

tháng 9 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

tháng 9 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?

tháng 9 06, 2022 — Posted by the TensorFlow Team

JAX on the Web with TensorFlow.js

Flax · JAX

JAX on the Web with TensorFlow.js

tháng 8 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

tháng 8 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

tháng 8 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

tháng 7 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

tháng 7 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

tháng 6 27, 2022 — Posted by Laurence Moroney and Josh Gordon for the TensorFlow team

Profiling XNNPACK with TFLite

performance · profiling

Profiling XNNPACK with TFLite

tháng 6 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

tháng 6 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

tháng 6 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

tháng 6 06, 2022 — Posted by Zhi An Ng and Marat Dukhan, Google

New documentation on tensorflow.org

TensorFlow Core

New documentation on tensorflow.org

tháng 6 01, 2022 — Posted by the TensorFlow team

5 steps to go from a notebook to a deployed model

Community · GCP

5 steps to go from a notebook to a deployed model

tháng 5 25, 2022 — Posted by Nikita Namjoshi, Google Cloud Developer Advocate

Real-time SKU detection in the browser using TensorFlow.js

Community · TensorFlow.js

Real-time SKU detection in the browser using TensorFlow.js

tháng 5 23, 2022 — Posted by Hugo Zanini, Data Product Manager

What's new in TensorFlow 2.9?

TensorFlow Core

What's new in TensorFlow 2.9?

tháng 5 18, 2022 — Posted by Goldie Gadde and Douglas Yarrington for the TensorFlow team

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TensorFlow Core TensorFlow.js TensorFlow Lite TFX Community