tinyML Asia 2021 Conggang Hu: TinyML in TmallGenie (mandarin and english)
tinyML Asia 2021
TinyML in TmallGenie
Conggang HU 见明 见之则明, Staff Engineer, Alibaba
TmallGenie is alibaba’s smart speaker and AIOT bu.In past years，we have been focusing on the research and development of AIOT equipment.One of the main problems we faced was how to integrate AI capabilities into compact hardware devices.To solve this problem, we developed a TinyML framework to make the AI model smaller and faster.Now this easy-to-use, auto-optimized framework is applied to our entire AI capabilities(speech,cv,nlu and more) running in variety small devices,providing automatic NAS、pruning、quantization ability to made ml tiny.
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