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# This module is from [WeNet](https://github.com/wenet-e2e/wenet). | |
# ## Citations | |
# ```bibtex | |
# @inproceedings{yao2021wenet, | |
# title={WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit}, | |
# author={Yao, Zhuoyuan and Wu, Di and Wang, Xiong and Zhang, Binbin and Yu, Fan and Yang, Chao and Peng, Zhendong and Chen, Xiaoyu and Xie, Lei and Lei, Xin}, | |
# booktitle={Proc. Interspeech}, | |
# year={2021}, | |
# address={Brno, Czech Republic }, | |
# organization={IEEE} | |
# } | |
# @article{zhang2022wenet, | |
# title={WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit}, | |
# author={Zhang, Binbin and Wu, Di and Peng, Zhendong and Song, Xingchen and Yao, Zhuoyuan and Lv, Hang and Xie, Lei and Yang, Chao and Pan, Fuping and Niu, Jianwei}, | |
# journal={arXiv preprint arXiv:2203.15455}, | |
# year={2022} | |
# } | |
# | |
import copy | |
def override_config(configs, override_list): | |
new_configs = copy.deepcopy(configs) | |
for item in override_list: | |
arr = item.split() | |
if len(arr) != 2: | |
print(f"the overrive {item} format not correct, skip it") | |
continue | |
keys = arr[0].split(".") | |
s_configs = new_configs | |
for i, key in enumerate(keys): | |
if key not in s_configs: | |
print(f"the overrive {item} format not correct, skip it") | |
if i == len(keys) - 1: | |
param_type = type(s_configs[key]) | |
if param_type != bool: | |
s_configs[key] = param_type(arr[1]) | |
else: | |
s_configs[key] = arr[1] in ["true", "True"] | |
print(f"override {arr[0]} with {arr[1]}") | |
else: | |
s_configs = s_configs[key] | |
return new_configs | |