learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization论文 - 代码天地

learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization论文

其他 2020-04-03 21:17:02 阅读次数: 0

SQ-B(T)WN也是一种增量式量化算法，它从不同权重会导致不同量化误差角度，在近似实数权重时，逐渐增加量化比例最终完成全部权重量化。
训练时分阶段对权重量化，都是瞄准量化造成误差的一个量化时机问题
通过逐步量化权重，比直接全部量化产生的更加合适梯度方向
在这里插入图片描述
从算法结果上来说，看起来并不是特别好。3bits 时没有同样增量训练的INQ好

rrr2

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