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PRESENTATION: LOWERING THE COSTS OF ENTERPRISE AI BY DEPLOYING COMPACT NEURAL NETWORKS

DI (FH) Werner Bailer will present about ”Lowering the costs of enterprise AI by deploying compact neural networks“ at the Software for AI Optimization Summit on June 9, 2021, taking place online.

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Software for AI Optimization Summit June 8-9, 2021 – Virtual Event

 

The event will demonstrate how to deploy and integrate the latest novel software optimization tools into AI/ML workflows. Innovators and adopters in data science, machine learning, AI engineering and IoT solutions will uncover new techniques that enable the training and inference of AI and ML models to be faster, more cost-efficient, and still maintain high levels of performance and accuracy.

 

DI (FH) Werner Bailer contribution will focus on the recent and ongoing work on creating a standard for compression of neural networks in ISO/IEC MPEG, which is co-chairing. This standard, specifying a toolbox of compression methods for AI applications in multimedia and beyond, is moving to final draft stage. A call for technologies to extend this work to compressing incremental updates, e.g. to support federated and distributed learning scenarios, has recently closed, expected to become an extension of the standard.

 

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