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2022-03-17

Introduction to an Automated AI Platform

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How to Accelerate Smart Medical and Smart Machinery's Applications

We'll introduce an AI automation platform, DeepFlow, that was designed and developed by Chunghwa Telecommunication Laboratories. This platform integrates the GPU resource in CHT and provides computing capability for more than 200 developers. With the friendly interface of DeepFlow, users can easily access the GPU and also improve usage efficiency of GPUs. Moreover, DeepFlow supports AutoML and MLOps, which could increase machine learning automation and improve the quality of production models. DeepFlow provides data preparation, data analytics, algorithm development, model training, and model deployment, as well as feedback functions. Besides being widely employed in Chunghwa Telecom, this platform has also been introduced to enterprises and government institutions.

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