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Faster Dynamically Quantized Inference with XNNPack
Google Article
AI · Announcement
Faster Dynamically Quantized Inference with XNNPack

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…

Graph neural networks in TensorFlow
Google Article
AI · Graph Mining
Graph neural networks in TensorFlow

Posted by Dustin Zelle – Software Engineer, Research and Arno Eigenwillig – Software Engineer, CoreML

Half-precision Inference Doubles On-Device Inference Performance
Google Article
AI · Announcement
Half-precision Inference Doubles On-Device Inference Performance

Posted by Marat Dukhan and Frank Barchard, Software Engineers

Simulated Spotify Listening Experiences for Reinforcement Learning with TensorFlow and TF-Agents
Google Article
AI · Documentation
Simulated Spotify Listening Experiences for Reinforcement Learning with TensorFlow and TF-Agents

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
Google Article
Flutter · How To
Building a board game with the TFLite plugin for Flutter

Posted by Wei Wei, Developer Advocate