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. 

TensorFlow User Group (TFUG)

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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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

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news impact assignment basic	general	Mar 7, 2024 11:48 PM	e9018e57
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news impact assignment daily	general
news processing basic	general	Mar 7, 2024 11:48 PM	e2a046d4
company summary	general
signals	general	Mar 7, 2024 11:48 PM	96371da8
crunchbase trigger	general
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li profile	general	Mar 7, 2024 11:48 PM	79c575fa
translate crunchbase fundingrounds	general
peers	general	Mar 7, 2024 11:48 PM	3ed5682d
news basic	general	Mar 7, 2024 11:48 PM	8936dbeb
bundesanzeiger	filings	Mar 7, 2024 11:48 PM	d5880655
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TensorFlow