# Rounding

### Rounding test of Mobilenet(1.0, 224 * 224 input) on flowers102 dataset.

Given floating parameters V, first our goal is to represent V as 8-bit integers V'. And then we transformed back V' back into its approximate high-precision value by performing the inverse of the quantization operation. At last, we perform gzip to our quantized && inverse-quantized model. The whole process can reduces our model by 70%.