search

fo40225 / tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows
3.67k stars 1.53k forks source link

Home Assistant and Windows Tensorflow #137

Open StefanoGiu opened 4 years ago

StefanoGiu commented 4 years ago

Hello, I have HA running on Windows 10 and I want to test Tensorflow integration. I came to this because of the "DLL load failed with error code".

I tried to install tensorflow 2.2.0 but I got the following error:

2020-04-21 12:38:56 ERROR (MainThread) [homeassistant.components.image_processing] Error while setting up tensorflow platform for image_processing Traceback (most recent call last): File "C:\Python38\lib\site-packages\homeassistant\helpers\entity_platform.py", line 178, in _async_setup_platform await asyncio.wait_for(asyncio.shield(task), SLOW_SETUP_MAX_WAIT) File "C:\Python38\lib\asyncio\tasks.py", line 483, in wait_for return fut.result() File "C:\Python38\lib\concurrent\futures\thread.py", line 57, in run result = self.fn(*self.args, **self.kwargs) File "C:\Python38\lib\site-packages\homeassistant\components\tensorflow\image_processing.py", line 118, in setup_platform od_graph_def = tf.GraphDef() AttributeError: module 'tensorflow' has no attribute 'GraphDef'

So I decided to install 1.13.1 or 1.14... but when I try it, I got: ERROR: tensorflow-1.14.0-cp37-cp37m-win_amd64.whl is not a supported wheel on this platform.

I'm running with Python 3.8.

What shall I do?

fo40225 commented 4 years ago

https://github.com/fo40225/tensorflow-windows-wheel/issues/105#issuecomment-545907707

StefanoGiu commented 4 years ago

Could you please explain? Shall I stay on 2.2 and just install MVC ?

StefanoGiu commented 4 years ago

Pls read my comment, I think my issue is different here... I was able to install 2.1.0...

StefanoGiu commented 4 years ago

I installed MVC 2019 and still I get the following (with 2.1.0)

Traceback (most recent call last): File "C:\Python38\lib\site-packages\homeassistant\helpers\entity_platform.py", line 178, in _async_setup_platform await asyncio.wait_for(asyncio.shield(task), SLOW_SETUP_MAX_WAIT) File "C:\Python38\lib\asyncio\tasks.py", line 483, in wait_for return fut.result() File "C:\Python38\lib\concurrent\futures\thread.py", line 57, in run result = self.fn(*self.args, **self.kwargs) File "C:\Python38\lib\site-packages\homeassistant\components\tensorflow\image_processing.py", line 118, in setup_platform od_graph_def = tf.GraphDef() AttributeError: module 'tensorflow' has no attribute 'GraphDef'

fo40225 commented 4 years ago

Please check your code is compatible with tf 2.0.

StefanoGiu commented 4 years ago

I'm using Home Assistant integration and I don't think it's compatible with TF 2.0.

Is it possible to install 1.13.1 with Python 3.8?

fo40225 commented 4 years ago

I think tensorflow 1.x does not support python 3.8.

Sounds like you want to run the tensorflow on raspberry pi.

You may want to check those:

https://www.home-assistant.io/integrations/tensorflow/

https://www.tensorflow.org/install/pip#package-location

This issue has not related to the tensorflow executed on windows.

StefanoGiu commented 4 years ago

I'm on Windows 10... and Python 3.8. So there's no support?

Home assistant is not working with Tensor Flow 2.X

hetul-patel commented 4 years ago

You can try importing tensorflow like this import tensorflow as tfv2 tf = tfv2.compat.v1

Tensorflow 2.x supports tensorflow 1.x code through tensorflow.compat.v1 module.

cyberluke commented 4 years ago

Tensorflow supports only Python 3.7, not 3.8