import numpy as np


def quantize_symmetric(tensor):
    raise NotImplementedError


def dequantize_symmetric(quantized, scale):
    raise NotImplementedError


def quantize_per_channel(tensor):
    raise NotImplementedError


def dequantize_per_channel(quantized, scales):
    raise NotImplementedError