我想根据https://github.com/PINTO0309/openvino2tensorflow仓库的文档将我的openvino模型转换为tf saved_model。
但是当我使用命令时:openvino2tensorflow --model_path model.xml --output_saved_model --output_weight_and_json
我得到一个错误:
ERROR: cannot pickle 'module' object
Traceback (most recent call last):
File "/usr/local/bin/openvino2tensorflow", line 7156, in convert
open(f'{model_output_path}/model_float32.json', 'w').write(model.to_json())
File "/usr/local/lib/python3.8/dist-packages/keras/engine/training.py", line 3086, in to_json
model_config = self._updated_config()
File "/usr/local/lib/python3.8/dist-packages/keras/engine/training.py", line 2954, in _updated_config
config = self.get_config()
File "/usr/local/lib/python3.8/dist-packages/keras/engine/functional.py", line 781, in get_config
return copy.deepcopy(get_network_config(self, config=config))
File "/usr/lib/python3.8/copy.py", line 146, in deepcopy
y = copier(x, memo)
File "/usr/lib/python3.8/copy.py", line 230, in _deepcopy_dict
y[deepcopy(key, memo)] = deepcopy(value, memo)
File "/usr/lib/python3.8/copy.py", line 146, in deepcopy
y = copier(x, memo)
File "/usr/lib/python3.8/copy.py", line 205, in _deepcopy_list
append(deepcopy(a, memo))
File "/usr/lib/python3.8/copy.py", line 172, in deepcopy
y = _reconstruct(x, memo, *rv)
File "/usr/lib/python3.8/copy.py", line 296, in _reconstruct
value = deepcopy(value, memo)
File "/usr/lib/python3.8/copy.py", line 146, in deepcopy
y = copier(x, memo)
File "/usr/lib/python3.8/copy.py", line 230, in _deepcopy_dict
y[deepcopy(key, memo)] = deepcopy(value, memo)
File "/usr/lib/python3.8/copy.py", line 146, in deepcopy
y = copier(x, memo)
File "/usr/lib/python3.8/copy.py", line 210, in _deepcopy_tuple
y = [deepcopy(a, memo) for a in x]
File "/usr/lib/python3.8/copy.py", line 210, in <listcomp>
y = [deepcopy(a, memo) for a in x]
File "/usr/lib/python3.8/copy.py", line 146, in deepcopy
y = copier(x, memo)
File "/usr/lib/python3.8/copy.py", line 210, in _deepcopy_tuple
y = [deepcopy(a, memo) for a in x]
File "/usr/lib/python3.8/copy.py", line 210, in <listcomp>
y = [deepcopy(a, memo) for a in x]
File "/usr/lib/python3.8/copy.py", line 161, in deepcopy
rv = reductor(4)
TypeError: cannot pickle 'module' object
这个错误发生在model.to_json()
的执行过程中,我不知道如何解决它。有没有办法修复这个错误或者用其他方式保存json?
1条答案
按热度按时间9bfwbjaz1#
OpenVINO Toolkit官方不支持将IR模型转换为TensorFlow格式。参考GitHub页面,您可以尝试使用OpenVINO IR到TensorFlow模型转换的执行示例中的命令转换模型。