I have just purchased an RX 2070, installed microsoft visual studio, then CUDA, then cuDNN. After this I installed anaconda and issues commands
pip install tensorflow-gpu
pip install keras
With in theory a functioning version of tensorflow-gpu I attempted to run my neural network which was working under the cpu version and the following error appeared.
The same error appears under any attempt to import tensorflow
File "", line 1, in runfile('C:/Users/g/Desktop/Masters-Project/Gaussian ROC example/Neural Network Worked Example.py', wdir='C:/Users/g/Desktop/Masters-Project/Gaussian ROC example')
File "C:\ProgramData\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 705, in runfile execfile(filename, namespace)
File "C:\ProgramData\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile exec(compile(f.read(), filename, 'exec'), namespace)
File "C:/Users/g/Desktop/Masters-Project/Gaussian ROC example/Neural Network Worked Example.py", line 7, in from keras.models import Sequential as sequential
File "C:\ProgramData\Anaconda3\lib\site-packages\keras__init__.py", line 3, in from . import utils
File "C:\ProgramData\Anaconda3\lib\site-packages\keras\utils__init__.py", line 6, in from . import conv_utils
File "C:\ProgramData\Anaconda3\lib\site-packages\keras\utils\conv_utils.py", line 9, in from .. import backend as K
File "C:\ProgramData\Anaconda3\lib\site-packages\keras\backend__init__.py", line 89, in from .tensorflow_backend import *
File "C:\ProgramData\Anaconda3\lib\site-packages\keras\backend\tensorflow_backend.py", line 5, in import tensorflow as tf
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow__init__.py", line 22, in from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python__init__.py", line 49, in from tensorflow.python import pywrap_tensorflow
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in raise ImportError(msg)
ImportError: Traceback (most recent call last): File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in from tensorflow.python.pywrap_tensorflow_internal import * File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in _pywrap_tensorflow_internal = swig_import_helper() File "C:\ProgramData\Anaconda3\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:\ProgramData\Anaconda3\lib\imp.py", line 243, in load_module return load_dynamic(name, filename, file) File "C:\ProgramData\Anaconda3\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.
See https://www.tensorflow.org/install/install_sources#common_installation_problems
for some common reasons and solutions. Include the entire stack trace above this error message when asking for help.
I've been unable to resolve this, I can confirm to the best of my ability the other packages are correct and I'm absolutely stumped as to what's wrong.
