When I use the command import tensorflow as tf I get the following error:
Traceback (most recent call last):
File "C:\Users\rodri647\AppData\Local\Continuum\anaconda2\envs\chemvae\lib\sit
e-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 14, in swig_im
port_helper
return importlib.import_module(mname)
File "C:\Users\rodri647\AppData\Local\Continuum\anaconda2\envs\chemvae\lib\imp
ortlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 955, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 658, in _load_unlocked
File "<frozen importlib._bootstrap>", line 571, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
ImportError: DLL load failed with error code -1073741795
...
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\rodri647\AppData\Local\Continuum\anaconda2\envs\chemvae\lib\sit
e-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\rodri647\AppData\Local\Continuum\anaconda2\envs\chemvae\lib\sit
e-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in <module
>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\rodri647\AppData\Local\Continuum\anaconda2\envs\chemvae\lib\sit
e-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 16, in swig_im
port_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\rodri647\AppData\Local\Continuum\anaconda2\envs\chemvae\lib\imp
ortlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/install_sources#common_installation_probl
ems
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
>>>
I'm using tensorflow gpu 1.1.0 on python 3.5. The code I'm trying to compile is here: https://github.com/aspuru-guzik-group/chemical_vae
Seems like you have no installed MSVCP140.DLL in your system. You can try installing Visual C++ Redistributable, uninstall then install TF again.
If it doesn't work, try to download and import this dll directly as it explained here.
Related
I'm having trouble importing the nlopt library in Python 3.7.4.
I'm using anaconda, but as nlopt isn't available through conda install, I've installed nlopt with pip.
Here is the error message:
>>> import nlopt
Traceback (most recent call last):
File "C:\Users\nick.rhodes\AppData\Local\Continuum\anaconda3\lib\site-packages\nlopt\nlopt.py", line 22, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\nick.rhodes\AppData\Local\Continuum\anaconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
File "<frozen importlib._bootstrap>", line 983, in _find_and_load
File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 670, in _load_unlocked
File "<frozen importlib._bootstrap>", line 583, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 1043, in create_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
ImportError: DLL load failed: The specified module could not be found.
During handling of the above exception, another exception occurred:
File "<stdin>", line 1, in <module>
File "C:\Users\nick.rhodes\AppData\Local\Continuum\anaconda3\lib\site-packages\nlopt\__init__.py", line 1, in <module>
from .nlopt import *
File "C:\Users\nick.rhodes\AppData\Local\Continuum\anaconda3\lib\site-packages\nlopt\nlopt.py", line 25, in <module>
_nlopt = swig_import_helper()
File "C:\Users\nick.rhodes\AppData\Local\Continuum\anaconda3\lib\site-packages\nlopt\nlopt.py", line 24, in swig_import_helper
return importlib.import_module('_nlopt')
File "C:\Users\nick.rhodes\AppData\Local\Continuum\anaconda3\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_nlopt'
Since you are using conda, You should install nlopt using conda
conda install -c conda-forge nlopt
I have been trying to import a python library called dwave tabu which uses swig, but I have been experiencing some issues. When importing the package in python3, I get this result:
>>>import tabu
Traceback (most recent call last):
File "/home/chip/.local/lib/python3.5/site- packages/tabu/tabu_search.py", line 14, in swig_import_helper
return importlib.import_module(mname)
File "/usr/lib/python3.5/importlib/__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 914, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: /home/chip/.local/lib/python3.5/site-packages/tabu/_tabu_search.so: wrong ELF class: ELFCLASS64
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/chip/.local/lib/python3.5/site-packages/tabu/__init__.py", line 17, in <module>
from tabu.tabu_search import TabuSearch
File "/home/chip/.local/lib/python3.5/site- packages/tabu/tabu_search.py", line 17, in <module>
_tabu_search = swig_import_helper()
File "/home/chip/.local/lib/python3.5/site-packages/tabu/tabu_search.py", line 16, in swig_import_helper
return importlib.import_module('_tabu_search')
File "/usr/lib/python3.5/importlib/__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_tabu_search'
I suspect that the error has something to do with swig, but I am unsure what to do to resolve it. Also It looks like is an error about may be caused by binary compiled for 64-bit linux, on a 32-bit installation, but I don’t know how to fix that issue. Any help would be greatly appreciated.
Thanks
ImportError: /home/chip/.local/lib/python3.5/site-packages/tabu/_tabu_search.so: wrong ELF class: ELFCLASS64
This error means: you are trying to load a 64-bit _tabu_search.so library into a 32-bit process. You must either use 64-bit python, or install a 32-bit version of the tabu_search package.
I suspect that the error has something to do with swig
No, SWIG has almost nothing to do with your problem.
Currently I am trying to get tensorflow - Windows 64bit (just the cpu version) running on my pc. When running the command python object_detection/builders/model_builder_test.pyI get the error below. I searched online, and 99% of the answers are to use cd, which I think I've tried but that didn't work. I say 'I think' due to me not knowing whether I actually correctly tried using cd - as I was not 100% on how I was going to use cd in my scenario.
C:\Users\Benan\Documents\BaseballProject>python tensorflow/models/research/object_detection/builders/model_builder_test.py
Traceback (most recent call last):
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 14, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 955, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 658, in _load_unlocked
File "<frozen importlib._bootstrap>", line 571, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 16, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "tensorflow/models/research/object_detection/builders/model_builder_test.py", line 18, in <module>
import tensorflow as tf
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import * # pylint: disable=redefined-builtin
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 14, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 955, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 658, in _load_unlocked
File "<frozen importlib._bootstrap>", line 571, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 17, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 16, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Benan\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
Failed to load the native TensorFlow runtime.
Thanks in advance!!
I was able to fix it myself, here's how:
On the github page
https://github.com/tensorflow/tensorflow/issues/17386
, I found out that a cause of this problem can be caused due to the CPU lacking AVX instructions. Advanced Vector Extensions (AVX) are a set of instructions for doing Single Instruction Multiple Data (SIMD) operations.
I was running an Intel Core Duo, which does not appear on the list of all AVX compatible AMD and intel CPU's , which can be found here: https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX
On that github page, a user by the name of fo40225, had compiled a .whl for tensorflow, that had been built without AVX. It can be found here: https://github.com/fo40225/tensorflow-windows-wheel/tree/master/1.9.0/py36/CPU/sse2
First I had to uninstall tensorflow with pip uninstall tensorflow, then I reinstalled it using the .whl that has been built without AVX using pip install /example/path/to/.whl
After installing the problem was fixed!
I installed tensorflow correctly using both installation options (using anaconda virtual environment as well installing directly with python) as per instruction here https://www.tensorflow.org/install/install_windows
Everytime I see this error:
C:\Windows\System32>python
Python 3.5.3 (v3.5.3:1880cb95a742, Jan 16 2017, 16:02:32) [MSC v.1900 64 bit (AM
D64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Python\Python353\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 914, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed with error code -1073741795
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Python\Python353\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "C:\Python\Python353\lib\site-packages\tensorflow\__init__.py", line 24,in <module>
from tensorflow.python import *
File "C:\Python\Python353\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Python\Python353\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 986, in _gcd_import
File "<frozen importlib._bootstrap>", line 969, in _find_and_load
File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 666, in _load_unlocked
File "<frozen importlib._bootstrap>", line 577, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 914, in create_module
File "<frozen importlib._bootstrap>", line 222, in _call_with_frames_removed
ImportError: DLL load failed with error code -1073741795
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Python\Python353\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Python\Python353\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: No module named '_pywrap_tensorflow_internal'
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 am installing latest tensorflow cpu version, on Windows 7 with cuda 9.0 and cuDNN64_7.dll, MSVCP140.dll all correctly in my PATH variables. I tried with python 3.6.4 (64bit), 3.5.2(64bit) and 3.5.3(64bit) before I gave up.
*Note- Also looked at all Common installation problems listed on that page. but no luck.*
Afters hours of digging, following things worked:
installing CUDA 8.0 AND
cuDNN 5.1 ,
Downgrading my tensorflow installation from 1.6 to 1.5.1
[User following answer install tensorflow with specific version on Anaconda
Adding following path variables
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\extras\CUPTI\libx64
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\lib\x64
I run following code through in the Python shell
import tensorflow as tf
hello = tf.constant("Hello")
sess = tf.Session()
print(sess.run(hello))
but I get following exception
Traceback (most recent call last):
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 955, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 658, in _load_unlocked
File "<frozen importlib._bootstrap>", line 571, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File ".\temp.py", line 1, in <module>
import tensorflow
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import *
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper
return importlib.import_module(mname)
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 955, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 658, in _load_unlocked
File "<frozen importlib._bootstrap>", line 571, in module_from_spec
File "<frozen importlib._bootstrap_external>", line 922, in create_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper
return importlib.import_module('_pywrap_tensorflow_internal')
File "C:\Users\Devashish\AppData\Local\Programs\Python\Python36\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named '_pywrap_tensorflow_internal'
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 installed tensorflow using following command:
pip3 install --upgrade tensorflow
I googled about my problem but I'm not able to find any relevant solutions, I am using python 3.6.4 on a Windows 10 64-bit machine.
What is causing this exception? What am I missing?
Your CPU's lack of AVX instruction set can cause this error.
Tensorflow 1.6.0 needs your CPU support AVX instructions to get work.
Release 1.6.0
Breaking Changes
Prebuilt binaries are now built against CUDA 9.0 and cuDNN 7.
Prebuilt binaries will use AVX instructions. This may break TF on older CPUs.
https://github.com/tensorflow/tensorflow/issues/17386