Designing Efficient On-Device AI - Aakanksha Chowdhery - LPIRC 2019

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#IEEE #LPIRC #2019 #low power #image recognition #competition #Google Brain #TensorFlow Lite #model design #model conversion #inference #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.

Read more at https://rebootingcomputing.ieee.org/lpirc/2019

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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