如何解決“無法加載本機 TensorFlow 運行時”？

Question

無法加載本機 TensorFlow 運行時

我已經使用 windows 10.0、Tensorflow-gpu、cuda 9.0、cudnn 7.0 從 python 3.7 版降級到 python 3.6.8。 執行如下代碼所示的命令以訓練我的數據。 我得到的錯誤是：“無法加載本機 TensorFlow 運行時”。

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

我預計“TensorFlow 將初始化訓練並開始訓練”。

實際結果：

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.

在處理上述異常的過程中，又發生了一個異常：

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

嘗試將 tensorflow 版本與 CUDA 匹配。

Answer 3

嘗試更新張量流

試試這個：= pip3 install --upgrade tensorflow

為我工作！