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cauchy-schwarz-inequality

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brandontang892 / quant_aware_L2Grad_regularization

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Our work implements novel L2-Norm gradient (L2Grad) and variance of the weight distrbution (VarianceNorm) regularizers for quantization-aware training such that the distribution of weights are more compatible with post-training quantization especially for low bit-widths. We provide a theoretical basis that directly relates L2-Grad with post quan…

cnn pytorch regularization cauchy-schwarz-inequality wandb quantization-aware-training
  • Updated May 15, 2021
  • Jupyter Notebook

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