Efficient Integer-Arithmetic-Only Convolutional Neural Networks

21 Jun 2020Hengrui ZhaoDong LiuHouqiang Li

Integer-arithmetic-only networks have been demonstrated effective to reduce computational cost and to ensure cross-platform consistency. However, previous works usually report a decline in the inference accuracy when converting well-trained floating-point-number (FPN) networks into integer networks... (read more)

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