Quantization

quantize: code

• Converts a float tensor to quantized tensor with given scale and zero point.

• Quantization(x, scale, zero_point) = round(x/scale + zero_point)

dequantize: code

• Mapping the quantized tensor back to the original scale and pivot

Reference

• https://www.h-schmidt.net/FloatConverter/IEEE754.html