April 2020
Intermediate to advanced
380 pages
9h 24m
English
Content preview from Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
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Alibaba Mobile Neural Network
Alibaba Mobile Neural Network (MNN) is an open sourced lightweight DL inference engine. Jia Yangqing, the Vice President of Engineering at Alibaba, says: "Compared with general-purpose frameworks like TensorFlow and Caffe2 that cover both training and inference, MNN focuses on the acceleration and optimization of inference and solves efficiency problems during model deployment so that services behind models can be implemented more efficiently on the mobile side. This is actually in line with ideas in server-side inference engines like TensorRT. In large-scale machine learning applications, the number of computations for inference are usually 10+ times more than that for training. Therefore, optimization for inference ...
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