无法在 Keras 3 中使用 pickle load()

Question

每当我运行以下代码时：

file_name = "soil_model_fineTuned.pkl"
with open(file_name, 'rb') as f:
    model = pickle.load(f)

我收到这样的错误：

model = pickle.load(f)
ModuleNotFoundError: No module named 'keras.src.saving.pickle_utils'

即使我已经安装了 Keras 3.3.3 并安装了 Tensorflow 2.16.1 和 Python 3.10，即使我使用

joblib

我仍然遇到同样的错误：

model = joblib.load(file_name) 
  File "/opt/miniconda3/envs/tensorflow/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 658, in load
    obj = _unpickle(fobj, filename, mmap_mode)
  File "/opt/miniconda3/envs/tensorflow/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 577, in _unpickle
    obj = unpickler.load()
  File "/opt/miniconda3/envs/tensorflow/lib/python3.10/pickle.py", line 1213, in load
    dispatch[key[0]](self)
  File "/opt/miniconda3/envs/tensorflow/lib/python3.10/pickle.py", line 1538, in load_stack_global
    self.append(self.find_class(module, name))
  File "/opt/miniconda3/envs/tensorflow/lib/python3.10/pickle.py", line 1580, in find_class
    __import__(module, level=0)
ModuleNotFoundError: No module named 'keras.src.saving.pickle_utils'

如果有其他方法可以加载我的pickle模型和Keras 3.3.3，请告诉！！

我期待一个关于如何加载我保存的pickle模型的解决方案，但在keras库中显示不同的错误，希望我得到一个好的答案。

Answer 1

尝试升级 pip： python -m pip install --升级pip

尝试重新安装tensorflow：

pip 卸载 keras tensorflow -y pip 安装张量流

尝试创建新的虚拟环境： python -m venv myenv myenv\脚本激活