TensorFlow is a free and open-source software library for machine learning and artificial intelligence, with a particular focus on training and inference of deep neural networks. It provides an end-to-end platform for building and deploying ML models, offering multiple levels of abstraction for model building, robust ML production capabilities, and powerful experimentation for research.

TensorFlow User Group (TFUG)

TensorFlow

TensorFlow User Group (TFUG) is a non-profit research community for Data Science, Artificial Intelligence and Machine Learning professionals, academics and practitioners.

TensorFlow is an end-to-end open-source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications. 

Weight clustering is now part of the #TensorFlow Model Optimization Toolkit!

Weight clustering is a technique to #reduce the storage and transfer size of your model by replacing many unique parameter values with a smaller number of unique values. This benefit applies to all deployments. Additionally, it can even improve #memory #footprint and #inference speed.

Arm and the #TensorFlow team have been collaborating in this space to improve deployment to mobile and IoT devices. We thank Arm for proposing and contributing to the TensorFlow Model Optimization Toolkit!

Find out more about #TFMOT Weight Clustering API: https://lnkd.in/gWKRm-A


#TFUG #TFMOT #optimization #MachineLearning #Deployment

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