Question

无法加载本机TensorFlow运行时

我已经使用Windows 10.0，Tensorflow-gpu，cuda 9.0，cudnn 7.0从python版本3.7降级到python 3.6.8。执行以下代码中所示的命令以训练我的数据。我得到的错误是：“无法加载本机TensorFlow运行时”。

python train.py --logtostderr --train_dir=training/ --pipeline_config_path=training/faster_rcnn_inception_v2_pets.config

我希望“ TensorFlow将初始化训练，并且训练将开始”。

实际结果：

Traceback (most recent call last):
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\user\Anaconda3\envs\tensorflow1\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\user\Anaconda3\envs\tensorflow1\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: The specified module could not be found.

在处理上述异常期间，发生了另一个异常：

Traceback (most recent call last):
  File "train.py", line 47, in <module>
    import tensorflow as tf
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
    from tensorflow.python import pywrap_tensorflow  # pylint: disable=unused-import
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\user\Anaconda3\envs\tensorflow1\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\user\Anaconda3\envs\tensorflow1\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\user\Anaconda3\envs\tensorflow1\lib\imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: The specified module could not be found.


Failed to load the native TensorFlow runtime.

Answer 1

您需要更新cuDNN（> = 7.2）。

Answer 2

尝试将tensorflow版本与CUDA相匹配。

Answer 3

尝试更新tensorflow

尝试一下：= pip3 install --upgrade tensorflow

为我工作！

如何解决“无法加载本机TensorFlow运行时”？

3 个答案: