Fixed-point Factorized Networks

Approach

  • Fixed-point Factorization
SDD
  • Full-precision Weights Recovery

The quantized weights are used to conduct forward and backward computation and the full precision weights are used to accumulate gradients during back-propagation.

Experiment

References:
Fixed-point Factorized Networks, Peisong Wang, 2017, CVPR

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