P2U sends a low-precision model followed by a residual update, reporting better accuracy and lower bandwidth than direct quantization in image classification benchmarks.
Fixed-sign binary neural network: An efficient design of neural network for internet-of-things devices,
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P$^2$U: Progressive Precision Update For Efficient Model Distribution
P2U sends a low-precision model followed by a residual update, reporting better accuracy and lower bandwidth than direct quantization in image classification benchmarks.