首页 > 解决方案 > ImportError: DLL load failed while importing _pywrap_tensorflow_internal: 找不到指定的模块

问题描述

我正在尝试制作一个简单的 LSTM 时间序列模型,以使用过去的价格预测未来的价格。运行代码时出现错误。我在代码中导入了 keras,但没有直接导入 tensorflow。它显示以下错误:

Traceback (most recent call last):
  File "pricePredictor.py", line 29, in <module>
    from keras.models import Sequential
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\keras\__init__.py", line 3, in <module>
    from . import utils
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\keras\utils\__init__.py", line 6, in <module>
    from . import conv_utils
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\keras\utils\conv_utils.py", line 9, in <module>
    from .. import backend as K
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\keras\backend\__init__.py", line 1, in <module>
    from .load_backend import epsilon
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\keras\backend\load_backend.py", line 90, in <module>
    from .tensorflow_backend import *
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\keras\backend\tensorflow_backend.py", line 5, in <module>
    import tensorflow as tf
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\__init__.py", line 41, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\python\__init__.py", line 50, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 69, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\Shashank\AppData\Local\Programs\Python\Python38\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed while importing _pywrap_tensorflow_internal: The specified module could not be found.


Failed to load the native TensorFlow runtime.

我已经安装了 tensorflow、tensorflow-gpu、tensorflow-gpu-estimator。在使用它之前还有什么需要安装的吗?另外,我没有很多训练数据。我只有过去 1 年的价格。那么如果问题出在 GPU 上,我可以在 CPU 上运行我的代码吗?我有Intel(R) UHD Graphics 620大约 GPU。内存4176MB(如果需要)。

标签: pythontensorflowkeras

解决方案


要修复 DLL 加载失败错误,您必须从此处下载并安装/更新 Microsoft Visual C++ 2015-2019 Redistributable (x64) 。

如果您仍然面临任何其他问题,可能的原因在这里提到


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