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
TensorFlow User Group (TFUG)
Software Development
Bangalore, Karnataka 49,111 followers
A TensorFlow user group and forum focusing on democratizing AI in the community.
About us
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.
- Website
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https://tensorflow.org/community/
External link for TensorFlow User Group (TFUG)
- Industry
- Software Development
- Company size
- 201-500 employees
- Headquarters
- Bangalore, Karnataka
- Type
- Nonprofit
- Founded
- 2019
- Specialties
- TensorFlow, Deep Learning, Machine Learning, Artificial Intelligence, Data Science, Analysis Pipeline, MLIR, Keras, NLP, Computer Vision, and Reinforcement Learning
Locations
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Primary
Get directions
4th Floor, Tower E, RMZ Infinity, No. 3, Swamy Vivekananda Rd
Sadanandanagar, Bennigana Halli
Bangalore, Karnataka 560016, IN
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1600 Amphitheatre Parkway
Mountain View, California 94043, US
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Brandschenkestrasse 110
Hürlimann Areal
Zürich, 8002, CH
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111 8th Ave
New York City, NY 10011, US
Employees at TensorFlow User Group (TFUG)
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Nishant Welpulwar
Google AI | Gen AI | Mentor | GCP
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Vijayabharathi Karuppasamy
Digital Solution Specialist at Infosys
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Nida Aibani
Data Scientist @ Capgemini Research Scientist NLP & Speech Recognition MBA at Warwick Business School
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Louis Japheth Kouassi
Firebase Lover | Lead FFDG+TFUG+GDG | Zindi Ambassador |