Designing Efficient On-Device AI - Aakanksha Chowdhery - LPIRC 2018

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  • #IEEE
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  • #2018
  • #low power
  • #image recognition
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  • #Google Brain
  • #TensorFlow Lite
  • #model design
  • #model conversion
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  • #optimization
  • #mobile devices
  • #design model architecture

Dr. Aakanksha Chowdhery, a member of the TensorFlow Lite team at Google, shares design tips for on-device models on behalf of her colleagues. Dr. Chowdhery looks at device deployments, benchmarking and profiling, and improving performance with quantization among other methods.

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  • Published on
  • September 18, 2019

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