def METHOD_NAME(jdata, PATH_QNN, CONFIG_CNN, WEIGHT_CNN, MAP_CNN):
    r"""Normalize a input script file for quantize neural network."""
    #
    jdata_nvnmd = jdata_deepmd_input_v0["nvnmd"]
    jdata_nvnmd["enable"] = True
    jdata_nvnmd["version"] = nvnmd_cfg.version
    jdata_nvnmd["config_file"] = CONFIG_CNN
    jdata_nvnmd["weight_file"] = WEIGHT_CNN
    jdata_nvnmd["map_file"] = MAP_CNN
    nvnmd_cfg.init_from_jdata(jdata_nvnmd)
    nvnmd_cfg.init_train_mode("qnn")
    jdata["nvnmd"] = nvnmd_cfg.get_nvnmd_jdata()
    # training
    jdata2 = jdata["training"]
    jdata2["disp_file"] = os.path.join(PATH_QNN, os.path.split(jdata2["disp_file"])[1])
    jdata2["save_ckpt"] = os.path.join(PATH_QNN, os.path.split(jdata2["save_ckpt"])[1])
    jdata["training"] = jdata2
    return jdata